Welcome to the online legacy for the International Technology Alliance in Distributed Analytics and Information Science (DAIS ITA). Here you will find summary information for this program, along with a full list of publications.

You can read more about the DAIS ITA on wikipedia and statistics about all of our publications can be found here.

The remainder of this page lists all of the publications from the DAIS ITA program.

title type authors date venue collaboration
Jointly-Learned State-Action Embedding for Efficient Reinforcement Learning external conference
  • Paul Pritz (Imperial)
  • Liang Ma
  • Kin Leung (Imperial)
Nov-2021 30th ACM International Conference on Information and Knowledge Management [link] international
Federated AI for Real-World Business Scenarios book
  • Dinesh Verma (IBM US)
Oct-2021 Taylor and Francis group, 2021 [link] single institute
Implicit adversarial data augmentation and robustness with Noise-based Learning journal
  • Priyadarshini Pandaa (Yale)
  • Kaushik Roy (Purdue)
Sep-2021 Neural Networks, Volume 141, September 2021, Pages 120-132 [link] collaborative
Augmenting saliency maps with uncertainty


Variants: doc-7101
tech report
  • Laura D'Arcy (Cardiff)
  • Declan Millar (IBM UK)
  • Padraig Corcoran (Cardiff)
  • Ian Taylor (Cardiff)
  • Alun Preece (Cardiff)
Sep-2021 Technical report collaborative
NSL: Hybrid Interpretable Learning From Noisy Raw Data tech report
  • Daniel Cunnington (IBM UK)
  • Alessandra Russo (Imperial)
  • Mark Law (Imperial)
  • Jorge Lobo
  • Lance Kaplan (ARL)
Sep-2021 Technical report international with government
Learning Technique to Solve Non-Markovian Decision Process for Networked Resource Allocation tech report
  • Zheyu Chen
  • Kin K. Leung (Imperial)
  • Shiqiang Wang (IBM US)
  • Leandros Tassiulas (Yale)
  • Kevin Chan (ARL)
Sep-2021 Technical report international with government
Modeling spread of curse words on a social network


Variants: doc-6097
tech report
  • Mudhakar Srivatsa (IBM US)
  • Diane Felmlee (PSU)
  • Roger Whitaker (Cardiff)
  • Supriyo Chakraborthy (IBM US)
  • Cheryl Giammanco (ARL)
Sep-2021 Technical report international with government
Reciprocity, transitivity, and skew: Comparing local structure in 40 positive and negative social networks tech report
  • Cassie McMillan (Penn State)
  • Diane Felmlee (Penn State)
  • James Ashford (Cardiff)
Sep-2021 Technical report international
A Comparison of Local Structure in Positive and Negative Social Networks tech report
  • Cassie McMillan (Penn State)
  • Diane Felmlee (Penn State)
  • James Ashford (Cardiff)
  • Emma Jayes (Dstl)
Sep-2021 Technical report international with government
Identifying Social Network Patterns with Exponential Random Graph Models tech report
  • Diane Felmlee (Penn State)
  • Cassie McMillan (Penn State)
  • Roger Whitaker (Cardiff)
  • Mudhakar Srivasta (IBM US)
  • Cheryl Giammanco (ARL)
  • Emma Jayes (Dstl)
Sep-2021 Technical report international with government
Dyads, triads, and tetrads: a multivariate simulation approach to uncovering network motifs in social graphs journal
  • Diane Felmlee (PSU)
  • Cassie McMillan (PSU)
  • Roger Whitaker (Cardiff)
Aug-2021 Applied Network Science volume 6, Article number: 63 (2021) [link] international
More Is Not Always Better: An Analytical Study of Controller Synchronizations in Distributed SDN journal
  • Ziyao Zhang (Imperial)
  • Liang Ma (IBM US)
  • Kin Leung (Imperial)
  • Franck Le (IBM US)
Aug-2021 IEEE/ACM Transactions on Networking ( Volume: 29, Issue: 4, Aug. 2021) [link] international
UNIFUZZ: A Holistic and Pragmatic Metrics-Driven Platform for Evaluating Fuzzers external conference
  • Yuwei Li
  • Shouling Ji
  • Yuan Chen
  • Sizhuang Liang
  • Wei-Han Lee (IBM US)
  • Yueyao Chen
  • Chenyang Lyu
  • Chunming Wu
  • Raheem Beyah
  • Peng Cheng
  • Kangjie Lu
  • Ting Wang (PSU)
Aug-2021 Proceedings of the 30th USENIX Security Symposium (USENIX Security 2021) [link] collaborative
Machine Learning/Artificial Intelligence for Sensor Data Fusion–Opportunities and Challenges journal
  • Erik Blasch
  • Tien Pham (ARL)
  • Chee-Yee Chong
  • Wolfgang Koch
  • Henry Leung
  • Dave Braines (IBM UK)
  • Tarek Abdelzaher
Jul-2021 IEEE Aerospace and Electronic Systems Magazine ( Volume: 36, Issue: 7, July 1 2021) [link] international with government
The Coevolution of Social Networks and Cognitive Dissonance journal
  • Roger Whitaker (Cardiff)
  • Gualtiero Colombo (Cardiff)
  • Liam Turner (Cardiff)
  • Yarrow Dunham (Yale)
  • Darren Doyle (Dstl)
  • Eilish Roy (Dstl)
  • Cheryl Giammanco (ARL)
Jul-2021 IEEE Transactions on Computational Social Systems ( Early Access ) [link] international with government
A Security-Constrained Reinforcement Learning Framework for Software Defined Networks


Variants: doc-6090
external conference
  • Anand Mudgerikar (Purdue)
  • Elisa Bertino (Purdue)
  • Jorge Lobo
  • Dinesh Verma (IBM US)
Jun-2021 ICC 2021 - IEEE International Conference on Communications [link] collaborative
Explainable AI at the Edge: Perspectives & Requirements invited talk
  • Alun Preece (Cardiff)
Jun-2021 13th International Workshop on Science Gateways [link] single institute
Multi-Scale User Migration on Reddit external conference
  • Cai Davies (Cardiff)
  • James Ashford (Cardiff)
  • Luis Espinosa-Anke (Cardiff)
  • Alun Preece (Cardiff)
  • Liam Turner (Cardiff)
  • Roger Whitaker (Cardiff)
  • Mudhakar Srivatsa (IBM US)
  • Diane Felmlee (PSU)
Jun-2021 Workshop Proceedings of the 15th International AAAI Conference on Web and Social Media [link] international
Shadowing and shielding: Effective heuristics for continuous influence maximisation in the voting dynamics journal
  • Guillermo Romero Moreno (Southampton)
  • Sukankana Chakraborty (Southampton)
  • Markus Brede (Southampton)
Jun-2021 PLoS ONE 16(6): e0252515 [link] single institute
The evolution of strongly-held group identities through agent-based cooperation journal
  • Roger Whitaker (Cardiff)
  • Gualtiero Colombo (Cardiff)
  • Yarrow Dunham (Yale)
Jun-2021 Scientific Reports volume 11, Article number: 12071 (2021) [link] international
DeepSQA: Understanding Sensor Data via Question Answering external conference
  • Tianwei Xing (UCLA)
  • Luis Garcia (UCLA)
  • Federico Cerutti
  • Lance Kaplan (ARL)
  • Alun Preece (Cardiff)
  • Mani Srivastava (UCLA)
May-2021 IoTDI '21: Proceedings of the International Conference on Internet-of-Things Design and Implementation [link] international with government
Self-Aware Effective Identification and Response to Viral Cyber Threats external conference
  • Pietro Baroni
  • Federico Cerutti (Cardiff)
  • Daniela Fogli
  • Massimiliano Giacomin
  • Francesco Gringoli
  • Giovanni Guida
  • Paul Sullivan (ARL)
May-2021 13th International Conference on Cyber Conflict (CyCon) [link] international with government
NeuralFP: Out-of-distribution Detection using Fingerprints of Neural Networks external conference
  • Wei-Han Lee (IBM US)
  • Steve Millman (IBM US)
  • Nirmit Desai (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Changchang Liu (IBM US)
May-2021 2020 25th International Conference on Pattern Recognition (ICPR) [link] single institute
Augmenting saliency maps with uncertainty


Variants: doc-7001
external conference
  • Supriyo Chakraborty (IBM US)
  • Prudhvi Gurram
  • Franck Le (IBM US)
  • Lance Kaplan (ARL)
  • Richard Tomsett (IBM UK)
Apr-2021 Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications III, SPIE DCS, 2021 [link] international with government
Coalition situational understanding via explainable neuro-symbolic reasoning and learning external conference
  • Alun Preece (Cardiff)
  • Dave Braines (IBM UK)
  • Federico Cerutti
  • Jack Furby (Cardiff)
  • Liam Hiley (Cardiff)
  • Lance Kaplan (ARL)
  • Mark Law (Imperial)
  • Alessandra Russo (Imperial)
  • Mani Srivastava (UCLA)
  • Marc Roig Vilamala (Cardiff)
  • Tianwei Xing (UCLA)
Apr-2021 Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications III, SPIE DCS, 2021 [link] international with government
Embedding dynamic knowledge graphs based on observational ontologies in semantic vector spaces external conference
  • Declan Millar (IBM UK)
  • Dave Braines (IBM UK)
  • Laura D'Arcy (Cardiff)
  • Iain Barclay (Cardiff)
  • Doug Summers-Stay (ARL)
  • Paul Cripps (Dstl)
Apr-2021 Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications III, SPIE DCS, 2021 [link] international with government
From social networks to negative ties: refining analysis for conflict and adversarial interaction external conference
  • Diane Felmlee (PSU)
  • Dave Braines (IBM UK)
  • Roger Whitaker (Cardiff)
  • Cassie McMillan
  • Chris Julien (PSU)
  • Cheryl Giammanco (ARL)
Apr-2021 Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications III, SPIE DCS, 2021 [link] international with government
One-dimensional service networks and batch service queues journal
  • Philippe Nain
  • Nitish Panigrahy (UMass)
  • Prithwish Basu (BBN)
  • Don Towsley (UMass)
Apr-2021 Queueing Systems volume 98, pages181–207 (2021) [link] collaborative
Optimizing the efficiency of collective decision making in groups


Variants: doc-6075
external conference
  • Malgorzata Turalska (ARL)
  • Geeth De Mel (IBM UK)
  • Rosie Lickorish (IBM UK)
  • Liam Turner (Cardiff)
  • Roger Whitaker (Cardiff)
Apr-2021 Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications III, SPIE DCS, 2021 [link] international with government
Reinforcement and transfer learning for distributed analytics in fragmented software defined coalitions external conference
  • Ziyao Zhang (Imperial)
  • Anand Mudgerikar (Purdue)
  • Ankush Singla (Purdue)
  • Kin Leung (Imperial)
  • Elisa Bertino (Purdue)
  • Dinesh Verma (IBM US)
  • Kevin Chan (ARL)
  • John Melrose (Dstl)
  • Jeremy Tucker (Dstl)
Apr-2021 Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications III, SPIE DCS, 2021 [link] international with government
Robust uncertainty representation in human-AI collaboration external conference
  • Daniel Cassenti (ARL)
  • Lance Kaplan (ARL)
Apr-2021 Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications III, SPIE DCS, 2021 [link] single institute with government
Technical Barriers to the Adoption of Post-hoc Explanation Methods for Black Box AI models external conference
  • Eunjin Lee (IBM UK)
  • Harrison Taylor (Cardiff)
  • Liam Hiley (Cardiff)
  • Richard Tomsett (IBM UK)
Apr-2021 AISB 2021 Symposium, Overcoming Opacity in Machine Learning [link] collaborative
Learning-aided SDC control in mobile ad hoc networks external conference
  • Qiaofeng Qin (Yale)
  • Konstantinos Poularakis (Yale)
  • Andreas Martens (IBM UK)
  • Kevin Chan (ARL)
  • Leandros Tassiulas (Yale)
Apr-2021 Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications III, SPIE DCS, 2021 [link] international with government
Energy efficient 'in memory' computing to enable decentralised service workflow composition in support of multi-domain operations external conference
  • Graham Bent (IBM UK)
  • Christopher Simpkin (Cardiff)
  • Ian Taylor (Cardiff)
  • Abbas Rahimi
  • Geethan Karunaratne
  • Abu Sebastian
  • Declan Millar (IBM UK)
  • Andreas Martens (IBM UK)
  • Kaushik Roy (Purdue)
Apr-2021 Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications III, SPIE DCS, 2021 [link] international
3D simulation and scenario for AI research in multi-domain and coalition operations external conference
  • Graham White (IBM UK)
  • Dave Conway-Jones (IBM UK)
  • Kevin Chan (ARL)
  • Alun Preece (Cardiff)
  • James Harryman (Dstl)
  • Matthew Cox (Dstl)
Apr-2021 Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications III, SPIE DCS, 2021 [link] international with government
A New Upper Bound on Cache Hit Probability for Non-anticipative Caching Policies journal
  • Nitish Panigrahy (UMass)
  • Philippe Nain
  • Giovanni Neglia
  • Don Towsley (UMass)
Mar-2021 ACM Sigmetrics [link] collaborative
Explainable to whom? Why audience matters when building AI systems that can explain themselves invited talk
  • Alun Preece (Cardiff)
Mar-2021 Wales Institute of Social and Economic Research and Data, and Department for Work and Pensions Areas of Research Interest (ARI) Workshop [link] single institute
To Collaborate or Not in Distributed Statistical Estimation with Resource Constraints? external conference
  • Yu-Zhen Janice Chen (UMass)
  • Daniel S. Menasché
  • Don Towsley (UMass)
Mar-2021 55th Annual Conference on Information Sciences and Systems (CISS) [link] collaborative
On the Analysis of Spatially Constrained Power of Two Choice Policies journal
  • Nitish Panigrahy (UMass)
  • Prithwish Basu (BBN)
  • Don Towsley (UMass)
  • Ananthram Swami (ARL)
  • Kin Leung (Imperial)
Mar-2021 ACM SIGMETRICS Performance Evaluation Review, 48(3), 51-56 [link] international with government
A Framework for Fostering Transparency in Shared Artificial Intelligence Models by Increasing Visibility of Contributions journal
  • Iain Barclay (Cardiff)
  • Harrison Taylor (Cardiff)
  • Alun Preece (Cardiff)
  • Ian Taylor (Cardiff)
  • Dinesh Verma (IBM US)
  • Geeth de Mel (IBM UK)
Feb-2021 Barclay, Iain, et al. "A framework for fostering transparency in shared artificial intelligence models by increasing visibility of contributions." Concurrency and Computation: Practice and Experience (2020): e6129. [link] international
Online Learning of Facility Locations


Variants: doc-5664
external conference
  • Stephen Pasteris (UCL)
  • Ting He (PSU)
  • Fabio Vitale
  • Shiqiang Wang (IBM US)
  • Mark Herbster (UCL)
Feb-2021 32nd International Conference on Algorithmic Learning Theory [link] international
Hybrid Analog-Spiking Long Short-Term Memory for Energy Efficient Computing on Edge Devices external conference
  • Kaushik Roy (Purdue)
  • Wachirawit Ponghiran (Purdue)
Feb-2021 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE) [link] single institute
Service Placement for Collaborative Edge Applications journal
  • Lin Wang
  • Lei Jiao
  • Ting He (PSU)
  • Jun Li
  • Henri Bal
Feb-2021 IEEE/ACM Transactions on Networking (2020). [link] collaborative
Percolation Thresholds for Robust Network Connectivity


Variants: doc-5645
journal
  • Arman Kabir (UMass)
  • Mihir Pant
  • Don Towsley (UMass)
  • Saikat Guha
  • Ananthram Swami (ARL)
Jan-2021 Journal of Statistical Mechanics: Theory and Experiment 2021, no. 1 (2021): 013212. [link] collaborative with government
Big data and data mining for wearable-based mobility analysis book chapter
  • Raghu Ganti (IBM US)
  • Mudhakar Srivatsa (IBM US)
Jan-2021 Digital Health (pp. 119-136). Academic Press. [link] single institute
Overcoming Noisy and Irrelevant Data in Federated Learning external conference
  • Timur Ibrayev (Purdue)
  • Shiqiang Wang (IBM US)
  • Bongjun Ko (IBM US)
  • Changchang Liu (IBM US)
  • Kin Leung (Imperial)
Jan-2021 International Conference on Pattern Recognition 2021 [link] international
Optimizing in the Dark: Learning Optimal Network Resource Reservation Through a Simple Request Interface


Variants: doc-3591
journal
  • Qiao Xiang (Yale)
  • Haitao Yu
  • James Aspnes (Yale)
  • Franck Le (IBM US)
  • Chin Guok
  • Linghe Kong
  • Richard Yang (Yale)
Jan-2021 IEEE/ACM Transactions on Networking (2021). [link] collaborative
Online Multitask Learning with Long-Term Memory external conference
  • Mark Herbster (UCL)
  • Stephen Pasteris (UCL)
  • Lisa Tse (UCL)
Dec-2020 Neural Information Processing Systems Online Conference 2020 [link] single institute
Model Pruning Enables Efficient Federated Learning on Edge Devices external conference
  • Yuang Jiang (Yale)
  • Shiqiang Wang (IBM US)
  • Victor Valls (Yale)
  • Bong Jun Ko (IBM US)
  • Wei-Han Lee (IBM US)
  • Kin K. Leung (Imperial)
  • Leandros Tassiulas (Yale)
Dec-2020 Workshop on Scalability, Privacy, and Security in Federated Learning (SpicyFL) in Conjunction with NeurIPS 2020 international
State Action Separable Reinforcement Learning external conference
  • Ziyao Zhang (Imperial)
  • Liang Ma (IBM US)
  • Kin Leung (Imperial)
  • Konstantinos Poularakis (Yale)
  • Mudhakar Srivatsa (IBM US)
Dec-2020 2020 IEEE International Conference on Big Data (Big Data) [link] international
Online Algorithms for Multi-shop Ski Rental with Machine Learned Advice external conference
  • Shufan Wang
  • Jian Li (UMass)
  • Shiqiang Wang (IBM US)
Dec-2020 Neural Information Processing Systems Online Conference 2020 [link] collaborative
Let's Share: A Game-Theoretic Framework for Resource Sharing in Mobile Edge Clouds journal
  • Faheem Zafari (Imperial)
  • Kin Leung (Imperial)
  • Don Towsley (UMass)
  • Prithwish Basu (BBN)
  • Ananthram Swami (ARL)
  • Jian Li (UMass)
Dec-2020 IEEE Transactions on Network and Service Management (2020) [link] international with government
Online Matrix Completion with Side Information


Variants: doc-5732
external conference
  • Mark Herbster (UCL)
  • Stephen Pasteris (UCL)
  • Lisa Tse (UCL)
Dec-2020 Neural Information Processing Systems Online Conference 2020 [link] single institute
How Can I Explain This to You? An Empirical Study of Deep Neural Network Explanation Methods external conference
  • Jeya Vikranth Jeyakumar (UCLA)
  • Joseph Noor (UCLA)
  • Yu-Hsi Cheng (UCLA)
  • Luis Garcia (UCLA)
  • Mani Srivastava (UCLA)
Dec-2020 Neural Information Processing Systems Online Conference 2020 [link] single institute
An Experimentation Platform for Explainable Coalition Situational Understanding external conference
  • Katie Barrett-Powell (Cardiff)
  • Jack Furby (Cardiff)
  • Liam Hiley (Cardiff)
  • Marc Vilamala (Cardiff)
  • Harrison Taylor (Cardiff)
  • Federico Cerutti (Cardiff)
  • Alun Preece (Cardiff)
  • Tianwei Xing (UCLA)
  • Luis Garcia (UCLA)
  • Mani Srivastava (UCLA)
  • Dave Braines (IBM UK)
Nov-2020 AAAI 2020 Fall Symposium Series [link] international
Towards human-agent knowledge fusion (HAKF) in support of distributed coalition teams


Variants: doc-6093
external conference
  • Dave Braines (IBM UK)
  • Federico Cerutti (Cardiff)
  • Marc Vilamala (Cardiff)
  • Mani Srivastava (UCLA)
  • Lance Kaplan (ARL)
  • Alun Preece (Cardiff)
  • Gavin Pearson (Dstl)
Nov-2020 AAAI 2020 Fall Symposium Series [link] international with government
Neuroplex: Learning to Detect Complex Events in Sensor Networks through Knowledge Injection external conference
  • Tianwei Xing (UCLA)
  • Luis Garcia (UCLA)
  • Marc Vilamala (Cardiff)
  • Federico Cerutti (Cardiff)
  • Lance Kaplan (ARL)
  • Alun Preece (Cardiff)
  • Mani Srivastava (UCLA)
Nov-2020 ACM Conference on Embedded Networked Sensor Systems [link] international with government
Jarvis: Moving Towards a Smarter Internet of Things external conference
  • Anand Mudgerikar (Purdue)
  • Elisa Bertino (Purdue)
Nov-2020 40th IEEE International Conference on Distributed Computing Systems [link] single institute
Enabling Discoverable Trusted Services for Highly Dynamic Decentralized Workflows external conference
  • Iain Barclay (Cardiff)
  • Chris Simpkin (Cardiff)
  • Graham Bent (IBM UK)
  • Tom La Porta (PSU)
  • Declan Millar (IBM UK)
Nov-2020 15th Workshop on Workflows in Support of Large-Scale Science [link] international
A Large-scale Empirical Study on the Vulnerability of Deployed IoT Devices journal
  • Binbin Zhao
  • Shouling Ji
  • Wei-Han Lee
  • Changting Lin
  • Haiqing Weng
  • Jingzheng Wu
  • Pan Zhou
  • Liming Fang
  • Raheem Beyah
Nov-2020 IEEE Transactions on Dependable and Secure Computing (2020) [link] collaborative
Matching through Embedding in Dense Graphs external conference
  • Nitish Panigrahy (UMass)
  • Prithwish Basu (BBN)
  • Don Towsley (UMass)
Nov-2020 LMCA at NeurIps 2020 [link] collaborative
Adaptive Gradient Sparsification for Efficient Federated Learning: An Online Learning Approach external conference
  • Pengchao Han (Imperial)
  • Shiqiang Wang (IBM US)
  • Kin Leung (Imperial)
Nov-2020 40th IEEE International Conference on Distributed Computing Systems [link] international
FLAP - A Federated Learning Framework for Attribute-based Access Control Policies external conference
  • Amani Abu Jabal (Purdue)
  • Elisa Bertino (Purdue)
  • Jorge Lobo
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Alessandra Russo (Imperial)
Nov-2020 AAAI 2020 Fall Symposium Series [link] international
Communication-efficient k-Means for Edge-based Machine Learning


Variants: doc-6095
external conference
  • Hanlin Lu (PSU)
  • Ting He (PSU)
  • Shiqiang Wang (IBM US)
  • Changchang Liu (IBM US)
  • Mehrdad Mahdavi (PSU)
  • Vijaykrishnan Narayanan (PSU)
  • Kevin Chan (ARL)
Nov-2020 40th IEEE International Conference on Distributed Computing Systems collaborative with government
The Science Library: Curation and Visualization of a Science Gateway repository


Variants: doc-6071
journal
  • Dave Braines (IBM UK)
  • Jane Stockdill-Mander (IBM UK)
  • Eunjin Lee (IBM UK)
Nov-2020 Concurrency and Computation: Practice and Experience: e6100. [link] single institute
Stable and Supported Semantics in Continuous Vector Spaces external conference
  • Yaniv Aspis (Imperial)
  • Krysia Broda (Imperial)
  • Alessandra Russo (Imperial)
  • Jorge Lobo
Oct-2020 Future Generation Computer Systems (FGCS), Vol 111 [link] collaborative
Breadth verses depth: the impact of tree structure on cultural influence


Variants: doc-6089
external conference
  • Rhodri Morris (Cardiff)
  • Liam Turner (Cardiff)
  • Roger Whitaker (Cardiff)
  • Cheryl Giammanco (ARL)
Oct-2020 2020 International Conference on Social Computing, Behavioral-Cultural Modeling & Prediction and Behavior Representation in Modeling and Simulation on Oct-19-22 [link] international with government
Approximation Algorithms for Data-Intensive Service Chain Embedding external conference
  • Konstantinos Poularakis (Yale)
  • Jaime Llorca
  • Antonia Tulino
  • Leandros Tassiulas (Yale)
Oct-2020 International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing [link] collaborative
Beyond Dyads and Triads: A Comparison of Tetrads in Twenty Social Networks journal
  • Cassie McMillan (PSU)
  • Diane Felmlee (PSU)
Oct-2020 Social Psychology Quarterly 83.4 (2020): 383-404 [link] single institute
Energy-Efficient Target Recognition using ReRAM Crossbars for Enabling On-Device Intelligence external conference
  • Sourav Sanyal (Purdue)
  • Aayush Ankit (Purdue)
  • Craif Vineyard
  • Kaushik Roy (Purdue)
Oct-2020 2020 IEEE Workshop on Signal Processing Systems (SiPS) [link] collaborative
Preparing Network Intrusion Detection Deep Learning Models with Minimal Data Using Adversarial Domain Adaptation external conference
  • Ankush Singla (Purdue)
  • Elisa Bertino (Purdue)
  • Dinesh Verma (IBM US)
Oct-2020 ASIA CCS 2020 [link] collaborative
Scalable Non-observational Predicate Learning in ASP external conference
  • Mark Law (Imperial)
  • Alessandra Russo (Imperial)
  • Krysia Broda (Imperial)
  • Elisa Bertino (Purdue)
Sep-2020 Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21) [link] international
Efficient Reinforcement Learning with Implicit Action Space internal conference
  • Ziyao Zhang (Imperial)
  • Liang Ma (IBM US)
  • Kin K. Leung (Imperial)
  • Konstantinos Poularakis (Yale)
  • Mudhakar Srivatsa (Yale)
  • Franck Le (Yale)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international
State Decomposition, Distributed and Hierarchical Reinforcement Learning for SDC internal conference
  • Ziyao Zhang (Imperial)
  • Paul Pritz (Imperial)
  • Kin K. Leung (Imperial)
  • Liang Ma (IBM US)
  • Elisa Bertino (Purdue)
  • Konstantinos Poularakis (Yale)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international
Event-driven Backpropagation for Spiking Neural Networks: Enabling Spike-based Learning in State-of-the-art Deep Architectures tech report
  • Chankyu Lee (Purdue)
  • Syed Shakib Sarwar (Purdue)
  • Kaushik Roy (Purdue)
Sep-2021 Technical report single institute
SAVR: Selective Audio Visual Relevance for Explainable Coalition Situational Understanding internal conference
  • Liam Hiley (Cardiff)
  • Harrison Taylor (Cardiff)
  • Jack Furby (Cardiff)
  • Katie Barratt-Powell (Cardiff)
  • Alun Preece (Cardiff)
  • Dave Braines (IBM UK)
  • Richard Tomsett (IBM UK)
  • Supriyo Chakraborty (IBM US)
  • Prudhvi Gurram (ARL)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
DeepProbCEP: A Hybrid Neuro-Symbolic Approach for Complex Event Processing in Noisy and Adversarial Settings external conference
  • Marc Vilamala (Cardiff)
  • Harrison Taylor (Cardiff)
  • Tianwei Xing (UCLA)
  • Luis Garcia (UCLA)
  • Mani Srivastava (UCLA)
  • Lance Kaplan (ARL)
  • Alun Preece (Cardiff)
  • Angelika Kimmig (Cardiff)
  • Federico Cerutti (Cardiff)
Sep-2020 The 36th International Conference on Logic Programming (ICLP) 2020 international with government
Increasing negotiation performance at the edge of the network external conference
  • Daniel Vente (Cardiff)
  • Angelika Kimmig (Cardiff)
  • Alun Preece (Cardiff)
  • Federico Cerutti (Cardiff)
Sep-2020 7th International Conference on Agreement Technologies (AT2020) [link] single institute
DAIS-ITA Experimentation Environment and Scenario internal conference
  • Graham White (IBM UK)
  • Dave Conway-Jones (IBM UK)
  • Kevin Chan (ARL)
  • Alun Preece (Cardiff)
  • James Harryman (Dstl)
  • Matthew Cox (Dstl)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
A Policy-Constrained Reinforcement Learning Framework internal conference
  • Anand Mudgerikar (Purdue)
  • Elisa Bertino (Purdue)
  • Dinesh Verma (IBM US)
  • Jorge Lobo
  • Alessandra Russo (Imperial)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international
Towards human-agent knowledge fusion (HAKF) in support of distributed coalition teams


Variants: doc-5919
internal conference
  • Dave Braines (IBM UK)
  • Federico Cerrutti (Cardiff)
  • Jack Furby (Cardiff)
  • Liam Hiley (Cardiff)
  • Harrison Taylor (Cardiff)
  • Marc Vilamala (Cardiff)
  • Mani Srivastava (UCLA)
  • Lance Kaplan (ARL)
  • Alun Preece (Cardiff)
  • Gavin Pearson (Dstl)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
Service Discovery for Multi Domain Operations based on adoption of Linked Data and Open Web Standards internal conference
  • Iain Barclay (Cardiff)
  • Chris Simpkin (Cardiff)
  • Graham Bent (Cardiff)
  • Tom la Porta (PSU)
  • Declan Millar (IBM UK)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international
Communication-efficient k-Means for Edge-based Machine Learning


Variants: doc-6053
internal conference
  • Hanlin Lu (PSU)
  • Ting He (PSU)
  • Shiqiang Wang (IBM US)
  • Changting Lin
  • Mehrdad Mahdavi (PSU)
  • Vijaykrishnan Narayanan (PSU)
  • Kevin Chan (ARL)
  • Stephen Pasteris (UCL)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
Sharing Models or Coresets: A Study based on Membership Inference Attack


Variants: doc-6051
internal conference
  • Hanlin Lu (PSU)
  • Changchang Liu (IBM US)
  • Ting He (PSU)
  • Shiqiang Wang (IBM US)
  • Kevin Chan (ARL)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 collaborative with government
Modeling spread of curse words on a social network


Variants: doc-7007
internal conference
  • Mudhakar Srivatsa (IBM US)
  • Diane Felmlee (PSU)
  • Roger Whitaker (Cardiff)
  • Supriyo Chakraborty (IBM US)
  • Ceryl Giammanco (ARL)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
Policy-Based Learning Ensembles for Multi Domain Operations internal conference
  • Ankush Singla (Purdue)
  • Dinesh Verma (IBM US)
  • Elisa Bertino (Purdue)
  • Daniel Cunnington (IBM UK)
  • Yaniv Aspis (Imperial)
  • Mark Law (Imperial)
  • Alessandra Russo (Imperial)
  • Jorge Lobo
  • Seraphin Calo (IBM US)
  • Kevin Chan (ARL)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
Multi-task Learning for SDC Control in Multi-domain Coalition Networks internal conference
  • Qiaofeng Qin (Yale)
  • Konstantinos Poularakis (Yale)
  • Kin Leung (Imperial)
  • Sastry Kompella
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international
Source Code Embedding in Semantic Vector Spaces Towards Decentralized Microservice Workflows internal conference
  • Declan Millar (IBM UK)
  • Graham Bent (IBM UK)
  • Chris Simpkin (Cardiff)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 collaborative
Preparing Deep Learning Models with Minimal Training Data Using Adversarial Domain Adaptation


Variants: doc-6103
internal conference
  • Ankush Singla (Purdue)
  • Elisa Bertino (Purdue)
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Kevin Chan (ARL)
  • Alessandra Russo (Imperial)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
On the Performance Tradeoffs of Federated Learning in Resource Constrained Environments internal conference
  • Victor Valls (Yale)
  • Shiqiang Wang (IBM US)
  • Kevin Chan (ARL)
  • Kin Leung (Imperial)
  • Leandros Tassiulas (Yale)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
Demo: Preparing Deep Learning Models with Minimal Training Data Using Adversarial Domain Adaptation


Variants: doc-6101
internal conference
  • Ankush Singla (Purdue)
  • Seraphin Calo (IBM US)
  • Elisa Bertino (Purdue)
  • Dinesh Verma (IBM US)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 collaborative
Improving Data Analytics for Coalitions using Policy-Based Ensembles internal conference
  • Ankush Singla (Purdue)
  • Seraphin Calo (IBM US)
  • Elisa Bertino (Purdue)
  • Dinesh Verma (IBM US)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 collaborative
Semantic Vector Space Mapping for Edge of Network Coalition Operations internal conference
  • Graham Bent (IBM UK)
  • Declan Millar (IBM UK)
  • Douglas Summers-Stay (ARL)
  • Shalisa Witherspoon (IBM US)
  • Jae-Wook Ahn (IBM US)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
Learning-aided SDC Control with Programmable Switches internal conference
  • Qiaofeng Qin (Yale)
  • Konstantinos Poularakis (Yale)
  • Leandros Tassiulas (Yale)
  • Kin K. Leung (Imperial)
  • Franck Le (IBM US)
  • Paul Yu (ARL)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
Understanding Explanation by ExamplesUnderstanding Explanation by Examples internal conference
  • Jeya Vikranth Jeyakumar (UCLA)
  • Pengrui Quan (UCLA)
  • Joseph Noor (UCLA)
  • Supriyo Chakraborty (IBM US)
  • Prudhvi Gurram (ARL)
  • Mani Srivastava (UCLA)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 collaborative with government
Federated Semantic Search for Resources Across Coalition Environments internal conference
  • Shalisa Witherspoon (IBM US)
  • Dean Steuer (IBM US)
  • Graham Bent (IBM UK)
  • Roger Whitaker (Cardiff)
  • Geeth de Mel (IBM UK)
  • Dave Braines (IBM UK)
  • Nirmit Desai (IBM US)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international
Evidential Deep Learning with Recurrent Neural Networks internal conference
  • Pablo Ortega San Miguel (Imperial)
  • Richard Tomsett (IBM UK)
  • Murat Sensoy
  • Lance Kaplan (ARL)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
Tasking Distributed Coalition Sensor and Processing Assets to Perform Distributed Analytics Using a Vector Symbolic Architecture internal conference
  • Chris Simpkin (Cardiff)
  • Ian Taylor (Cardiff)
  • Harrison Taylor (Cardiff)
  • Alun Preece (Cardiff)
  • Graham Bent (IBM UK)
  • Declan Millar (IBM UK)
  • Dave Conway-Jones (IBM UK)
  • Andreas Martens (IBM UK)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 collaborative
Hierarchical Bandit Problems internal conference
  • Lin Yang (UMass)
  • Yu-Zhen Chen (UMass)
  • M Hajiesmili (UMass)
  • Don Towsley (UMass)
  • Mark Herbster (UCL)
  • Stehen Pasteris (UCL)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international
Analysing Reddit interactions through reply networks internal conference
  • James Ashford (Cardiff)
  • Liam Turner (Cardiff)
  • Roger Whitaker (Cardiff)
  • Alun Preece (Cardiff)
  • Diane Felmlee (PSU)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international
Demo: Federated Semantic Search for Resources Across Coalition Environments internal conference
  • Dean Steuer (IBM US)
  • Shalisa Witherspoon (IBM US)
  • Graham Bent (IBM UK)
  • Geeth de Mel (IBM UK)
  • Dave Braines (IBM UK)
  • Roger Whitaker (Cardiff)
  • Nirmit Desai (IBM US)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international
Uncertainty-Aware Deep Classifiers using Generative Models


Variants: doc-4733
internal conference
  • Murat Sensoy
  • Lance Kaplan (ARL)
  • Federico Cerutti (Cardiff)
  • Maryam Saleki
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
Distributed Coreset Construction for Efficient Machine Learning in Coalitions internal conference
  • Hanlin Lu (PSU)
  • Stephen Pasteris (UCL)
  • Richard Tomsett (IBM UK)
  • Ting He (PSU)
  • Mark Herbster (UCL)
  • Shiqiang Wang (IBM US)
  • Kevin Chan (ARL)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
neuralRank: Searching and Ranking Deep Neural Network Model Repositories internal conference
  • Wei-Han Lee
  • Sebastian Stein (Southampton)
  • Jae-Wook Ahn (IBM US)
  • Linsong Chu (IBM US)
  • Nirmit Desai (IBM US)
  • Raghu Ganti (IBM US)
  • Mudhakar Srivatsa (IBM US)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international
Efficient Federated Learning in Coalitions internal conference
  • Yuang Jiang (Yale)
  • Victor Valls (Yale)
  • Richard Tomsett (IBM UK)
  • Shiqiang Wang (IBM US)
  • Kin Leung (Imperial)
  • Kevin Chan (ARL)
  • Leandros Tassiulas (Yale)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
Learning-aided Hybrid SDC Control in Mobile Ad Hoc Networks internal conference
  • Qiaofeng Qin (Yale)
  • Konstantinos Poularakis (Yale)
  • Leandros Tassiulas (Yale)
  • Dave Conway-Jones (IBM UK)
  • Andreas Martens (IBM UK)
  • Paul Yu (ARL)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
Gradual Channel Pruning While Training Using Feature Relevance Scores for Convolutional Neural Networks journal
  • Sai Aparna Aketi (Purdue)
  • Sourja Roy (Purdue)
  • Anand Raghunathan (Purdue)
  • Kaushik Roy (Purdue)
Sep-2020 IEEE Access, 8, 171924-171932 [link] single institute
Resource Allocation in One-dimensional Distributed Service Networks with Applications


Variants: doc-4373,doc-4751
journal
  • Nitish Panigrahy (UMass)
  • Prithwish Basu (BBN)
  • Philippe Nain
  • Don Towsley (UMass)
  • Ananthram Swami (ARL)
  • Kevin Chan (ARL)
  • Kin Leung (Imperial)
Sep-2020 Performance Evaluation 142 (2020): 102110. [link] international with government
Second-Order Learning and Inference using Incomplete Data for Uncertain Bayesian Networks: A Two Node Example


Variants: doc-5929
internal conference
  • Lance Kaplan (ARL)
  • Federico Cerutti (Cardiff)
  • Murat Sensoy
  • Kumar Vijay Mishra
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
The Science Library: Curation and Visualization of a Science Gateway repository


Variants: doc-6077
internal conference
  • Dave Braines (IBM UK)
  • Jane Stockdill-Mander (IBM UK)
  • Eunjin Lee (IBM UK)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 single institute
Explainable Multimodal Activity Recognition for Interpretable Coalition Situational Understanding internal conference
  • Liam Hiley (Cardiff)
  • Harrison Taylor (Cardiff)
  • Jack Furby (Cardiff)
  • Richard Tomsett (IBM UK)
  • Prudhvi Gurram (ARL)
  • Supriyo Chakraborty (IBM US)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
Continuous Federated Learning of Global Policies in Coalition Environments internal conference
  • Yaniv Aspis (Imperial)
  • Daniel Cunnington (IBM UK)
  • Mark Herbster (UCL)
  • Alessandra Russo (Imperial)
  • Krysia Broda (Imperial)
  • Jorge Lobo
  • Ankush Singla (Purdue)
  • Elisa Bertino (Purdue)
  • Dinesh Verma (IBM US)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international
Assessing temporal and spatial features in detecting disruptive users on Reddit


Variants: doc-5992
internal conference
  • James Ashford (Cardiff)
  • Liam Turner (Cardiff)
  • Roger Whitaker (Cardiff)
  • Alun Preece (Cardiff)
  • Diane Felmlee (PSU)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international
Optimizing the efficiency of collective decision making in groups


Variants: doc-7116
internal conference
  • Malgorzata Turalska (ARL)
  • Rosie Lickorish (IBM UK)
  • Geeth de Mel (IBM UK)
  • Liam Turner (Cardiff)
  • Roger Whitaker (Cardiff)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
Collective problem solving in social networks internal conference
  • Rosie Lickorish (IBM UK)
  • Malgorzata Turalska (ARL)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
Towards Maintaining and Reusing Complex Event Processing Systems demo
  • Marc Vilamala (Cardiff)
  • Mark Law (Imperial)
  • Harrison Taylor (Cardiff)
  • Tianwei Xing (UCLA)
  • Luis Garcia (UCLA)
  • Dave Braines (IBM UK)
  • Daniel Cunnington (IBM UK)
  • Graham White (IBM UK)
  • Alessandra Russo (Imperial)
  • Mani Srivastava (UCLA)
  • Lance Kaplan (ARL)
  • Federico Cerutti (Cardiff)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
Exploiting Human Perception for Adversarial Attacks internal conference
  • Pengrui Quan (UCLA)
  • Mani Srivastava (UCLA)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 single institute
On Collaboration in Machine Learning internal conference
  • Yu-Zhen Chen (UMass)
  • Don Towsley (UMass)
  • Dinesh Verma (IBM US)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 collaborative
Joint State-Action Embedding for Efficient Reinforcement Learning internal conference
  • Paul Pritz (Imperial)
  • Liang Ma (IBM US)
  • Kin Leung (Imperial)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international
Using Positive and Negative Network Ties in AI Models: An Application Predicting Terrorism in India internal conference
  • Dave Braines (IBM UK)
  • Diane Felmlee (PSU)
  • Dinesh Verma (IBM US)
  • Scott Sigmund Gartner (PSU)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international
Reinforcement and Transfer Learning for Distributed Analytics in Fragmented SDC demo
  • Ziyao Zhang (Imperial)
  • Anand Mudgerikar (Purdue)
  • Ankush Singla (Purdue)
  • Kin Leung (Imperial)
  • Elisa Bertino (Purdue)
  • Kevin Chan (ARL)
  • John Melrose (Dstl)
  • Jeremy Tucker (Dstl)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
Extracting Interpretable Rules from Deep Models Across Coalitions demo
  • Franck Le (IBM US)
  • Kin Leung (Imperial)
  • Konstantinos Poularakis (Yale)
  • Leandros Tassiulas (Yale)
  • Paul Yu (ARL)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
Breadth verses depth: the impact of tree structure on cultural influence


Variants: doc-5912
internal conference
  • Rhodri Morris (Cardiff)
  • Liam Turner (Cardiff)
  • Roger Whitaker (Cardiff)
  • Cheryl Giammanco (ARL)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 international with government
A Security-Constrained Reinforcement Learning Framework for Software Defined Networks


Variants: doc-7100
internal conference
  • Anand Mudgerikar (Purdue)
  • Elisa Bertino (Purdue)
  • Jorge Lobo
  • Dinesh Verma (IBM US)
Sep-2020 4th Annual Fall Meeting of the DAIS ITA, 2020 collaborative
Biologically Plausible Class Discrimination Based Recurrent Neural Network Training for Motor Pattern Generation journal
  • Parami Wijesinghe (Purdue)
  • Chamika Liyanagedera (Purdue)
  • Kaushik Roy (Purdue)
Aug-2020 Frontiers in Neuroscience [link] single institute
Prophet: Toward Fast, Error-Tolerant Model-Based Throughput Prediction for Reactive Flows in DC Networks journal
  • Jingxuan Zhang
  • Kai Gao
  • Richard Yang (Yale)
  • Jun Bi
Aug-2020 IEEE/ACM Transactions on Networking, Early access [link] collaborative
Deep Spiking Neural Network: Energy Efficiency Through Time based Coding external conference
  • Bing Han (Purdue)
  • Kaushik Roy (Purdue)
Aug-2020 16th European Conference on Computer Vision (ECCV) 2020 [link] single institute
Robustness Hidden in Plain Sight: Can Analog Computing Defend Against Adversarial Attacks? tech report
  • Deboleena Roy (Purdue)
  • Indranil Chakraborty (Purdue)
  • Timur Ibrayev (Purdue)
  • Kaushik Roy (Purdue)
Aug-2020 [link] single institute
TREND: Transferability based Robust ENsemble Design tech report
  • Deepak Ravikumar (Purdue)
  • Sangamesh Kodge (Purdue)
  • Isha Garg (Purdue)
  • Kaushik Roy (Purdue)
Aug-2020 [link] single institute
Fast-Fourier-Forecasting Resource Utilisation in Distributed Systems external conference
  • Paul Pritz (Imperial)
  • Daniel Perez (Imperial)
  • Kin Leung (Imperial)
Aug-2020 The 29th International Conference on Computer Communications and Networks (ICCCN 2020) [link] single institute
Assessing temporal and spatial features in detecting disruptive users on Reddit


Variants: doc-6074
external conference
  • James Ashford (Cardiff)
  • Liam Turner (Cardiff)
  • Roger Whitaker (Cardiff)
  • Alun Preece (Cardiff)
  • Diane Felmlee (PSU)
Aug-2020 10th Workshop on Social Network Analysis in Applications [link] international
Decentralized placement of data and analytics in wireless networks for energy-efficient execution external conference
  • Prithwish Basu (BBN)
  • Theodoros Salonidis (IBM US)
  • Brent Kraczek (ARL)
  • Sayed Saghaian (PSU)
  • Ali Sydney (BBN)
  • Bongjun Ko (IBM US)
  • Tom La Porta (PSU)
  • Kevin Chan (ARL)
Jul-2020 2020 IEEE Annual Joint Conference: INFOCOM, IEEE Computer and Communications Societies [link] collaborative with government
Toward Optimal Software-Defined Interdomain Routing external conference
  • Qiao Xiang (Yale)
  • Jingxuan Zhang
  • Kai Gao
  • Yeon-Sup Lim (IBM US)
  • Franck Le (IBM US)
  • Geng Li (Yale)
  • Richard Yang (Yale)
Jul-2020 2020 IEEE Annual Joint Conference: INFOCOM, IEEE Computer and Communications Societies [link] collaborative
VADR: Discriminative Multimodal Explanations for Situational Understanding external conference
  • Harrison Taylor (Cardiff)
  • Liam Hiley (Cardiff)
  • Dave Braines (IBM UK)
  • Alun Preece (Cardiff)
Jul-2020 23rd International Conference on Information Fusion [link] collaborative
On Security Policy Migrations external conference
  • Jorge Lobo
  • Elisa Bertino (Purdue)
  • Alessandra Russo (Imperial)
Jul-2020 23rd International Conference on Information Fusion [link] international
Efficient orchestration of Node-RED IoT workflows using a Vector Symbolic Architecture journal
  • Chris Simpkin (Cardiff)
  • Ian Taylor (Cardiff)
  • Dan Harborne (Cardiff)
  • Graham Bent (IBM UK)
  • Alun Preece (Cardiff)
  • Raghu Ganti (IBM US)
Jul-2020 CellPress Patterns, Vol 1 Issue 4 [link] international
Toward Programmable Interdomain Routing external conference
  • Qiao Xiang (Yale)
  • Jensen Zhang
  • Franck Le (IBM US)
  • Richard Yang (Yale)
Jul-2020 ANRW 20 [link] collaborative
Distributed Learning using Ensemble-Based Fusion patent
  • Dinesh Verma (IBM US)
  • Supriyo Chakraborty (IBM US)
Jul-2020 U.S. Patent Application 16/242,045, filed January 8, 2019 [link] single institute
Online Network Flow Optimization for Multi-Grade Service Chains external conference
  • Victor Valls (Yale)
  • George Iosifidis
  • Geeth de Mel (IBM UK)
  • Leandros Tassiulas (Yale)
Jul-2020 2020 IEEE Annual Joint Conference: INFOCOM, IEEE Computer and Communications Societies [link] international
Rapid Trust Calibration through Interpretable and Uncertainty-Aware AI journal
  • Richard Tomsett (IBM UK)
  • Alun Preece (Cardiff)
  • Dave Braines (IBM UK)
  • Federico Cerutti (Cardiff)
  • Supriyo Chakraborty (IBM US)
  • Mani Srivastava (UCLA)
  • Gavin Pearson (Dstl)
  • Lance Kaplan (ARL)
Jul-2020 CellPress Patterns, Vol 1 Issue 4 [link] international with government
Enabling Homeostasis using Temporal Decay Mechanisms in Spiking CNNs Trained with Unsupervised Spike Timing Dependent Plasticity external conference
  • Krishna Kesari (Purdue)
  • Priyadarshini Panda (Purdue)
  • Gopalakrishnan Srinivasan (Purdue)
  • Kaushik Roy (Purdue)
Jul-2020 2020 International Joint Conference on Neural Networks (IJCNN) [link] single institute
Sharing Models or Coresets: A Study based on Membership Inference Attack


Variants: doc-6096
external conference
  • Hanlin Lu (PSU)
  • Changchang Liu (IBM US)
  • Ting He (PSU)
  • Shiqiang Wang (IBM US)
  • Kevin Chan (ARL)
Jul-2020 FL-ICML 2020 [link] collaborative with government
Robust Coreset Construction for Distributed Machine Learning


Variants: doc-4903
journal
  • Hanlin Lu (PSU)
  • Ming-Ju Li (PSU)
  • Ting He (PSU)
  • Shiqiang Wang (IBM US)
  • Vijaykrishnan Narayanan (PSU)
  • Kevin Chan (ARL)
Jun-2020 IEEE Journal on Selected Areas in Communications [link] collaborative with government
Joint Coreset Construction and Quantization for Distributed Machine Learning


Variants: doc-5899
external conference
  • Hanlin Lu (PSU)
  • Changchang Liu (IBM US)
  • Shiqiang Wang (IBM US)
  • Ting He (PSU)
  • Vijaykrishnan Narayanan (PSU)
  • Kevin Chan (ARL)
  • Stephen Pasteris (UCL)
Jun-2020 2020 IFIP Networking Conference (Networking) [link] international with government
Waypoint-based Topology Inference external conference
  • Yilei Lin (PSU)
  • Ting He (PSU)
  • Shiqiang Wang (IBM US)
  • Kevin Chan (ARL)
Jun-2020 IEEE ICC 2020 [link] collaborative with government
Service Placement and Request Routing in MEC Networks With Storage, Computation, and Communication Constraints journal
  • Konstantinos Poularakis (Yale)
  • Jaime Llorca
  • Antonia Tulino
  • Ian Taylor (Cardiff)
  • Leandros Tassiulas (Yale)
Jun-2020 IEEE/ACM Transactions on Networking, Vol 28, Issue 3 [link] international
Trident: Toward Distributed Reactive SDN Programming with Consistent Updates journal
  • Kai Gao
  • Taishi Nojima (Yale)
  • Haitao Yu
  • Richard Yang (Yale)
Jun-2020 IEEE Journal on Selected Areas in Communications, Vol 38 Issue 7 [link] collaborative
Toward Scalable, Efficient, and Accurate Deep Spiking Neural Networks With Backward Residual Connections, Stochastic Softmax, and Hybridization journal
  • Priyadarshini Panda (Purdue)
  • Sai Aparna Aketi (Purdue)
  • Kaushik Roy (Purdue)
Jun-2020 Frontiers in Neuroscience [link] single institute
Pathways to efficient neuromorphic computing with non-volatile memory technologies journal
  • Indranil Chakraborty (Purdue)
  • Akhilesh Jaiswal (Purdue)
  • Atanu Saha (Purdue)
  • Sumeet Gupta (Purdue)
  • Kaushik Roy (Purdue)
Jun-2020 Applied Physic Reviews, Vol 7, Issue 2 [link] single institute
RMP-SNN: Residual Membrane Potential Neuron for Enabling Deeper High-Accuracy and Low-Latency Spiking Neural Network external conference
  • Bing Han (Purdue)
  • Gopalakrishnan Srinivasan (Purdue)
  • Kaushik Roy (Purdue)
Jun-2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition [link] single institute
Percolation Thresholds for Robust Network Connectivity


Variants: doc-5937
tech report
  • Arman Kabir (UMass)
  • Mihir Pant
  • Don Towsley (UMass)
  • Saikat Guha
  • Ananthram Swami (ARL)
Jun-2020 [link] collaborative with government
Menes: Towards a Generic, Fully-Automated Test and Validation Platform for Wireless Networks tech report
  • Kerim Gokarslan (Yale)
Jun-2020 [link] single institute
Online Learning of Facility Locations


Variants: doc-7115
tech report
  • Stephen Pasteris (UCL)
  • Ting He (PSU)
  • Fabio Vitale
  • Shiqiang Wang (IBM US)
  • Mark Herbster (UCL)
Jun-2020 [link] international
Line-Speed and Scalable Intrusion Detection at the Network Edge via Federated Learning external conference
  • Qiaofeng Qin (Yale)
  • Konstantinos Poularakis (Yale)
  • Kin Leung (Imperial)
  • Leandros Tassiulas (Yale)
Jun-2020 International Federation for Information Processing (IFIP) Networking 2020 Conference [link] international
Negative Ties Network based Modeling of Terrorist Incidents external conference
  • Dinesh Verma (IBM US)
  • Scott Sigmund Gartner (PSU)
  • Diane Felmlee (PSU)
  • Dave Braines (IBM UK)
May-2020 SPIE DCS 2020 international
Using AI/ML to predict perpetrators for terrorist incidents external conference
  • Dinesh Verma (IBM US)
  • Scott Sigmund Gartner (PSU)
  • Diane Felmlee (PSU)
  • Dave Braines (IBM UK)
  • Rithvik Yarlagadda (PSU)
May-2020 SPIE DCS 2020 international
Capacity Analysis of Distributed Computing Systems with Multiple Resource Types external conference
  • Pengchao Han (Imperial)
  • Shiqiang Wang (IBM US)
  • Kin Leung (Imperial)
May-2020 2020 IEEE Wireless Communications and Networking Conference (WCNC) [link] international
Strategyproof Reinforcement Learning for Online Resource Allocation external conference
  • Sebastian Stein (Southampton)
  • Mateusz Ochal (Southampton)
  • Ioana-Adriana Moisoiu (Southampton)
  • Enrico Gerding (Southampton)
  • Raghu Ganti (IBM US)
  • Ting He (PSU)
  • Tom La Porta (PSU)
May-2020 2020 International Conference on Autonomous Agents and Multiagent Systems (AAMAS) [link] international
Policy based ensembles for multi domain operations external conference
  • Dinesh Verma (IBM US)
  • Elisa Bertino (Purdue)
  • Alessandra Russo (Imperial)
  • Seraphin Calo (IBM US)
  • Ankush Singla (Purdue)
May-2020 SPIE DCS 2020 [link] international
Training Deep Spiking Neural Networks for Energy-Efficient Neuromorphic Computing external conference
  • Gopalakrishnan Srinivasan (Purdue)
  • Chankyu Lee (Purdue)
  • Abhronil Sengupta (PSU)
  • Priyadarshini Panda (Purdue)
  • Syed Shakib Sarwar (Purdue)
  • Kaushik Roy (Purdue)
May-2020 ICASSP 2020 [link] collaborative
Generating result explanations for neural networks patent
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Supriyo Chakraborty (IBM US)
May-2020 U.S. Patent Application 16/201,393, filed November 27, 2018 [link] single institute
Conditionally Deep Hybrid Neural Networks Across Edge and Cloud tech report
  • Yinghan Long (Purdue)
  • Indranil Chakraborty (Purdue)
  • Kaushik Roy (Purdue)
May-2020 [link] single institute
Online Matrix Completion with Side Information


Variants: doc-5941
tech report
  • Mark Herbster (UCL)
  • Stephen Pasteris (UCL)
  • Lisa Tse (UCL)
May-2020 [link] single institute
Distributed learning preserving model security patent
  • Dinesh Verma (IBM US)
  • Supriyo Chakraborty (IBM US)
  • Changchang Liu (IBM US)
Apr-2020 U.S. Patent Application 16/164,846, filed October 19, 2018 [link] single institute
The current state of automated negotiation theory: a literature review tech report
  • Daniel Vente (Cardiff)
  • Angelika Kimmig (Cardiff)
  • Alun Preece (Cardiff)
  • Federico Cerutti (Cardiff)
Apr-2020 [link] single institute
The Implications of Shared Identity on Indirect Reciprocity journal
  • Wafi Bedewi (Cardiff)
  • Roger Whitaker (Cardiff)
  • Gualtiero Colombo (Cardiff)
  • Stuart Allen (Cardiff)
  • Yarrow Dunham (Yale)
Mar-2020 Journal of Information and Telecommunication [link] international
Explaining Motion Relevance for Activity Recognition in Video Deep Learning Models tech report
  • Liam Hiley (Cardiff)
  • Alun Preece (Cardiff)
  • Yulia Hicks (Cardiff)
  • Supriyo Chakraborty (IBM US)
  • Prudhvi Gurram (ARL)
  • Richard Tomsett (IBM UK)
Mar-2020 [link] international with government
Sanity Checks for Saliency Metrics


Variants: doc-4699
external conference
  • Richard Tomsett (IBM UK)
  • Dan Harborne (Cardiff)
  • Supriyo Chakraborty (IBM US)
  • Prudhvi Gurram (ARL)
  • Alun Preece (Cardiff)
Feb-2020 The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20) international with government
FastLAS: Scalable Inductive Logic Programming incorporating Domain-specific Optimisation Criteria external conference
  • Mark Law (Imperial)
  • Alessandra Russo (Imperial)
  • Elisa Bertino (Purdue)
  • Krysia Broda (Imperial)
  • Jorge Lobo
Feb-2020 The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20) international
Defending with Shared Resources on a Network external conference
  • Minming Li
  • Long Tran-Thanh (Southampton)
  • Xiaowei Wu
Feb-2020 The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20) collaborative
Uncertainty-Aware Deep Classifiers using Generative Models


Variants: doc-6118
external conference
  • Murat Sensoy
  • Lance Kaplan (ARL)
  • Federico Cerutti (Cardiff)
  • Maryam Saleki
Feb-2020 The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20) international with government
Enabling Spike-Based Backpropagation for Training Deep Neural Network Architectures journal
  • Chankyu Lee (Purdue)
  • Syed Shakib Sarwar (Purdue)
  • Priyadarshini Panda (Purdue)
  • Gopalakrishnan Srinivasan (Purdue)
  • Kaushik Roy (Purdue)
Feb-2020 Frontiers in Neuroscience 14 (2020) [link] single institute
Tree-CNN: A Hierarchical Deep Convolutional Neural Network for Incremental Learning journal
  • Deboleena Roy (Purdue)
  • Priyadarshini Panda (Purdue)
  • Kaushik Roy (Purdue)
Jan-2020 Neural Networks 121 (2020): 148-160. [link] single institute
Ranking and updating machine learning models based on data inputs at edge nodes patent
  • Raghu Ganti (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Swati Rallapalli (IBM US)
  • ShreeRanjani SrirangamSridharan (IBM US)
Jan-2020 U.S. Patent Application 16/021,086, filed January 2, 2020. single institute
Vectorization of documents patent
  • ShreeRanjani SrirangamSridharan (IBM US)
  • Raghu Ganti (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Yeon-Sup Lim (IBM US)
Jan-2020 U.S. Patent Application 16/032,764, filed January 16, 2020 single institute
Online Convex Optimization with Perturbed Constraints: Optimal Rates against Stronger Benchmarks journal
  • Victor Valls (Yale)
  • George Iosifidis
  • Douglas Leith
  • Leandros Tassiulas (Yale)
Jan-2020 23rdInternational Conference on Artificial Intelligence and Statistics (AISTATS) 2020 [link] collaborative
Policy based Ensembles for applying ML on Big Data external conference
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Elisa Bertino (Purdue)
  • Alessandra Russo (Imperial)
  • Graham White (IBM UK)
Dec-2019 3rd International Workshop on Policy-based Autonomic Data Governance (PADG 2019) international
Towards a Coalition Focused Neural-Symbolic Generative Policy Model


Variants: doc-5842
external conference
  • Daniel Cunnington (IBM UK)
  • Alessandra Russo (Imperial)
  • Elisa Bertino (Purdue)
  • Seraphin Calo (IBM US)
Dec-2019 Knowledge Representation & Reasoning Meets Machine Learning Workshop at NeurIPS 2019 international
Towards a Neural-Symbolic Generative Policy Model external conference
  • Daniel Cunnington (IBM UK)
  • Mark Law (Imperial)
  • Alessandra Russo (Imperial)
  • Elisa Bertino (Purdue)
  • Seraphin Calo (IBM US)
Dec-2019 3rd International Workshop on Policy-based Autonomic Data Governance (PADG 2019) international
A Comparison Between Statistical and Symbolic Learning Approaches for Generative Policy Models


Variants: doc-5827
external conference
  • Graham White (IBM UK)
  • Daniel Cunnington (IBM UK)
  • Mark Law (Imperial)
  • Elisa Bertino (Purdue)
  • Geeth de Mel (IBM UK)
  • Alessandra Russo (Imperial)
Dec-2019 18th IEEE International Conference on Machine Learning and Applications 2019 international
Robust Coreset Construction for Distributed Machine Learning


Variants: doc-5512
external conference
  • Hanlin Lu (PSU)
  • Ming-Ju Li (PSU)
  • Ting He (PSU)
  • Shiqiang Wang (IBM US)
  • Vijaykrishnan Narayanan (PSU)
  • Kevin Chan (ARL)
Dec-2019 IEEE Global Communications Conference 2019 collaborative with government
A Low Effort Approach to Structured CNN Design Using PCA journal
  • Isha Garg (Purdue)
  • Priyadarshini Panda (Purdue)
  • Kaushik Roy (Purdue)
Dec-2019 IEEE Access (2019) [link] single institute
Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing journal
  • Syed Shakib Sarwar (Purdue)
  • Aayush Ankit (Purdue)
  • Kaushik Roy (Purdue)
Dec-2019 IEEE Access (2019). [link] single institute
IoT Security A Comprehensive Life Cycle Framework external conference
  • Elisa Bertino (Purdue)
Dec-2019 5th International Conference on Collaboration and Internet Computing (2019) single institute
SENSE: Semantically Enhanced Node Sequence Embedding external conference
  • Swati Rallapalli (IBM US)
  • Liang Ma (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Ananthram Swami (ARL)
  • Heesung Kwon (ARL)
  • Graham Bent (IBM UK)
  • Chris Simpkin (Cardiff)
Dec-2019 IEEE International Conference on Big Data (BIGDATA) 2019 [link] international with government
Distributed Optimization Framework for In-Network Data Processing journal
  • Sepideh Nazemi (Imperial)
  • Kin Leung (Imperial)
  • Ananthram Swami (ARL)
Dec-2019 IEEE/ACM Transactions on Networking, Vol 27, Issue 6 [link] international with government
On Reliability of Interpretability Mechanisms invited talk
  • Supriyo Chakraborty (IBM US)
Nov-2019 IEEE Military Communications Conference (MILCOM) 2019 single institute
Coalition C3 Information Exchange Using Binary Symbolic Vectors external conference
  • Chris Simpkin (Cardiff)
  • Ian Taylor (Cardiff)
  • Alun Preece (Cardiff)
  • Graham Bent (IBM UK)
  • Richard Tomsett (IBM UK)
  • Raghu Ganti (IBM US)
  • Olwen Worthington (Dstl)
Nov-2019 IEEE Military Communications Conference (MILCOM) 2019 international with government
Explainable AI for Intelligence Augmentation in Multi-Domain Operations external conference
  • Alun Preece (Cardiff)
  • Dave Braines (IBM UK)
  • Federico Cerutti (Cardiff)
  • Tien Pham (ARL)
Nov-2019 AAAI Fall Symposium on Cognitive Assistance in Government and Public Sector Applications international with government
Using Graphical Models as Explanations in Deep Neural Networks internal conference
  • Franck Le (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Krishna Kesari (Purdue)
  • Kaushik Roy (Purdue)
Nov-2019 The 16th IEEE International Conference on Mobile Ad-Hoc and Smart Systems collaborative
Dandelion: A Novel, High-Level Programming System for Software Defined Coalitions with Local State Sharing external conference
  • Xin Wang
  • Qiao Xiang (Yale)
  • Jeremy Tucker (Dstl)
  • Vinod Mishra (ARL)
  • Richard Yang (Yale)
Nov-2019 IEEE Military Communications Conference (MILCOM) 2019 international with government
Constructing distributed time-critical applications using cognitive enabled services


Variants: doc-4874
journal
  • Chris Simpkin (Cardiff)
  • Ian Taylor (Cardiff)
  • Graham Bent (IBM UK)
  • Geeth de Mel (IBM UK)
  • Swati Rallapalli (IBM US)
  • Liang Ma (IBM US)
  • Mudhakar Srivatsa (IBM US)
Nov-2019 Future Generation Computer Systems 100 (2019): 70-85. [link] international
Towards spike-based machine intelligence with neuromorphic computing journal
  • Kaushik Roy (Purdue)
  • Akhilesh Jaiswal (Purdue)
  • Priyadarshini Panda (Purdue)
Nov-2019 Nature 575, no. 7784 (2019): 607-617. [link] single institute
Federated Learning for Coalition Operations


Variants: doc-5833
external conference
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Shalisa Witherspoon (IBM US)
  • Elisa Bertino (Purdue)
  • Amani Abu Jabal (Purdue)
  • Ananthram Swami (ARL)
  • Greg Cirincione (ARL)
  • Simon Julier (UCL)
  • Graham White (IBM UK)
  • Geeth de Mel (IBM UK)
  • Gavin Pearson (Dstl)
Nov-2019 AAAI Fall Symposium on Cognitive Assistance in Government and Public Sector Applications international with government
SenseHAR: A Robust Virtual Activity Sensor for Smartphones and Wearables external conference
  • Jeya Vikranth Jeyakumar (UCLA)
  • Liangzhen Lai
  • Naveen Suda
  • Mani Srivastava (UCLA)
Nov-2019 16th ACM Conference on Embedded Networked Sensor Systems (2019) collaborative
Demo Abstract: Acoustic Anomaly Detection System demo
  • Jae-wook Ahn (IBM US)
  • Keith Grueneberg (IBM US)
  • Bongjun Ko (IBM US)
  • Wei-Han Lee
  • Eduardo Morales (IBM US)
  • Shiqiang Wang (IBM US)
  • Xiping Wang (IBM US)
  • David Wood (IBM US)
Nov-2019 SenSys 2019: Proceedings of the 17th Conference on Embedded Networked Sensor Systems [link] collaborative
MACS: Deep Reinforcement Learning based SDN Controller Synchronization Policy Design external conference
  • Ziyao Zhang (Imperial)
  • Liang Ma (IBM US)
  • Konstantinos Poularakis (Yale)
  • Kin Leung (Imperial)
  • Jeremy Tucker (Dstl)
  • Ananthram Swami (ARL)
Oct-2019 IEEE International Conference on Network Protocols 2019 international with government
Resource Allocation in One-dimensional Distributed Service Networks


Variants: doc-6005,doc-4373
external conference
  • Nitish Panigrahy (UMass)
  • Prithwish Basu (BBN)
  • Philippe Nain
  • Don Towsley (UMass)
  • Ananthram Swami (ARL)
  • Kevin Chan (ARL)
  • Kin Leung (Imperial)
Oct-2019 7th IEEE International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems 2019 international with government
A Generative Policy Model for Connected and Autonomous Vehicles external conference
  • Daniel Cunnington (IBM UK)
  • Irene Manatos (IBM US)
  • Mark Law (Imperial)
  • Geeth de Mel (IBM UK)
  • Seraphin Calo (IBM US)
  • Elisa Bertino (Purdue)
  • Alessandra Russo (Imperial)
Oct-2019 IEEE Intelligent Transportation Systems Conference 2019 international
Distributed machine learning at edge nodes patent
  • Shiqiang Wang (IBM US)
  • Tiffany Tuor (Imperial)
  • Theodoros Salonidis (IBM US)
  • Christian Makaya (IBM US)
  • Bongjun Ko (IBM US)
Oct-2019 U.S. Patent Application 15/952,625, filed October 17, 2019 international
DRL based SDN Controller Synchronization Policy Design for joint Communication and Computation Resource Optimisations internal conference
  • Ziyao Zhang (Imperial)
  • Liang Ma (IBM US)
  • Konstantinos Poularakis (Yale)
  • Kin Leung (Imperial)
  • Jeremy Tucker (Dstl)
  • Ananthram Swami (ARL)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
Learning the Optimal Synchronization Rates in Distributed SDN Control Architectures


Variants: doc-3579,doc-5801
internal conference
  • Konstantinos Poularakis (Yale)
  • Qiaofeng Qin (Yale)
  • Liang Ma (IBM US)
  • Sastry Kompella
  • Kin Leung (Imperial)
  • Leandros Tassiulas (Yale)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
Polisma - A Framework for Learning Attribute-based Access Control Policies internal conference
  • Amani Abu Jabal (Purdue)
  • Elisa Bertino (Purdue)
  • Jorge Lobo
  • Mark Law (Imperial)
  • Alessandra Russo (Imperial)
  • Seraphin Calo (IBM US)
  • Dinesh Verma (IBM US)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
Cooperative-Game Framework for Resource Sharing in SDC internal conference
  • Faheem Zafari (Imperial)
  • Kin Leung (Imperial)
  • Don Towsley (UMass)
  • Prithwish Basu (BBN)
  • Ananthram Swami (ARL)
  • Jian Li (UMass)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
Resource Allocation in One-dimensional Distributed Service Networks


Variants: doc-6005,doc-4751
internal conference
  • Nitish Panigrahy (UMass)
  • Prithwish Basu (BBN)
  • Philippe Nain
  • Don Towsley (UMass)
  • Ananthram Swami (ARL)
  • Kevin Chan (ARL)
  • Kin Leung (Imperial)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
MAXHEDGE: Maximising a Maximum Online


Variants: doc-3586
internal conference
  • Stephen Pasteris (UCL)
  • Fabio Vitale
  • Kevin Chan (ARL)
  • Shiqiang Wang (IBM US)
  • Mark Herbster (UCL)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
Joint Service Placement and Request Routing in Mobile Edge Networks with Storage, Computation, and Communication Constraints internal conference
  • Konstantinos Poularakis (Yale)
  • Ian Taylor (Cardiff)
  • Leandros Tassiulas (Yale)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
Probabilistic Logic Programming with Beta-Distributed Random Variables


Variants: doc-3581
internal conference
  • Federico Cerutti (Cardiff)
  • Lance Kaplan (ARL)
  • Angelika Kimmig (Cardiff)
  • Murat Sensoy
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
A Hybrid Neural-Symbolic Approach to Uncertainty-Aware Complex Event Detection


Variants: doc-4395
internal conference
  • Tianwei Xing (UCLA)
  • Marc Vilamala (Cardiff)
  • Luis Garcia (UCLA)
  • Paul Sullivan (ARL)
  • Federico Cerutti (Cardiff)
  • Lance Kaplan (ARL)
  • Alun Preece (Cardiff)
  • Mani Srivastava (UCLA)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
Indirect Reciprocity and the Evolution of Prejudicial Groups


Variants: doc-2768
internal conference
  • Roger Whitaker (Cardiff)
  • Gualtiero Colombo (Cardiff)
  • David Rand (Yale)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
Demonstration of Federated Learning in a Resource- Constrained Networked Environment


Variants: doc-4099
demo
  • Tiffany Tuor (Imperial)
  • Hanlin Lu (PSU)
  • Shiqiang Wang (IBM US)
  • Kin Leung (Imperial)
  • Ting He (PSU)
  • Dave Conway-Jones (IBM UK)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
A Demonstration of Generative Policy Models in Coalition Environments


Variants: doc-4117
demo
  • Daniel Cunnington (IBM UK)
  • Graham White (IBM UK)
  • Mark Law (Imperial)
  • Geeth de Mel (IBM UK)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 collaborative
Demonstration of Game Theoretic Resource Allocation in a Coalition demo
  • Faheem Zafari (Imperial)
  • Kin Leung (Imperial)
  • Don Towsley (UMass)
  • Prithwish Basu (BBN)
  • Ananthram Swami (ARL)
  • Jian Li (UMass)
  • Dave Conway-Jones (IBM UK)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
A Hybrid Neural-Symbolic Approach to Complex Spatial-Temporal Event Detection


Variants: doc-4382
demo
  • Tianwei Xing (UCLA)
  • Marc Vilamala (Cardiff)
  • Luis Garcia (UCLA)
  • Federico Cerutti (Cardiff)
  • Lance Kaplan (ARL)
  • Alun Preece (Cardiff)
  • Mani Srivastava (UCLA)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
Optimized SDN Controller Placement and Synchronization Strategy in Edge Networks demo
  • Qiaofeng Qin (Yale)
  • Konstantinos Poularakis (Yale)
  • Liang Ma (IBM US)
  • Sastry Kompella
  • Kin Leung (Imperial)
  • Leandros Tassiulas (Yale)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
Hybrid SDN Control in Mobile Ad Hoc Networks


Variants: doc-4101,doc-4444
demo
  • Konstantinos Poularakis (Yale)
  • Qiaofeng Qin (Yale)
  • Kelvin Marcus (ARL)
  • Kevin Chan (ARL)
  • Kin Leung (Imperial)
  • Leandros Tassiulas (Yale)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
Magellan: Toward a Unified SDC Programming Framework with Automatic, Fast Updates


Variants: doc-5898
demo
  • Kai Gao
  • Geng Li (Yale)
  • Taishi Nojima (Yale)
  • Sanat Khurana (Yale)
  • Christopher Leet (Yale)
  • Patrick Baker (Dstl)
  • Franck Le (IBM US)
  • Yeon-Sup Lim (IBM US)
  • Vinod Mishra (ARL)
  • Richard Yang (Yale)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
Carbide: A Highly Reliable and Programmable Software Defined Coalition (SDC) Architecture using Multiple Control Plane Composition with Distributed Verification demo
  • Kerim Gokarslan (Yale)
  • Geng Li (Yale)
  • Patrick Baker (Dstl)
  • Franck Le (IBM US)
  • Sastry Kompella
  • Kelvin Marcus (ARL)
  • Vinod Mishra (ARL)
  • Jeremy Tucker (Dstl)
  • Richard Yang (Yale)
  • Paul Yu (ARL)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
SFP: Toward Fine-Grained, Unified Resource Discovery and Orchestration in Software Defined Coalition demo
  • Qiao Xiang (Yale)
  • Franck Le (IBM US)
  • Yeon-Sup Lim (IBM US)
  • Kelvin Marcus (ARL)
  • Vinod Mishra (ARL)
  • Jeremy Tucker (Dstl)
  • Richard Yang (Yale)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
Enabling coalition situational understanding through semantic vector queries of distributed machine learning resources demo
  • Dave Conway-Jones (IBM UK)
  • Chris Simpkin (Cardiff)
  • Richard Tomsett (IBM UK)
  • Graham Bent (IBM UK)
  • Ian Taylor (Cardiff)
  • Alun Preece (Cardiff)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 collaborative
Cultural evolution in organisations and networks demo
  • Rhodri Morris (Cardiff)
  • Liam Turner (Cardiff)
  • Roger Whitaker (Cardiff)
  • Cheryl Giammanco (ARL)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
Understanding the Signature of Controversial Wikipedia Articles through Motifs in Editor Revision Networks


Variants: doc-3601
demo
  • James Ashford (Cardiff)
  • Liam Turner (Cardiff)
  • Roger Whitaker (Cardiff)
  • Alun Preece (Cardiff)
  • Diane Felmlee (PSU)
  • Don Towsley (UMass)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
Edge-of-network coalition operations – towards an end-to-end concept demonstration demo
  • Russ Daniel (IBM UK)
  • Dave Braines (IBM UK)
  • Liam Hiley (Cardiff)
  • Harrison Taylor (Cardiff)
  • Alun Preece (Cardiff)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 collaborative
Using an ASG based Generative Policy to Model Human Rules


Variants: doc-4110
internal conference
  • Graham White (IBM UK)
  • John Ingham (Dstl)
  • Mark Law (Imperial)
  • Alessandra Russo (Imperial)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 collaborative with government
Multicast-based Weight Inference in General Network Topologies


Variants: doc-3768
internal conference
  • Yilei Lin (PSU)
  • Ting He (PSU)
  • Shiqiang Wang (IBM US)
  • Kevin Chan (ARL)
  • Stephen Pasteris (UCL)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
Predicting Automated Negotiation Bandwidth Usage at the Edge of the Network internal conference
  • Daniel Vente (Cardiff)
  • Angelika Kimmig (Cardiff)
  • Alun Preece (Cardiff)
  • Federico Cerutti (Cardiff)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 single institute
Incremental/Decremental Learning for LS-SVM internal conference
  • Wei-Han Lee
  • Bongjun Ko (IBM US)
  • Shiqiang Wang (IBM US)
  • Changchang Liu (IBM US)
  • Kin Leung (Imperial)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
Deep Q-Learning For Directed Acyclic Graph Generation


Variants: doc-4116
internal conference
  • Laura D 'Arcy (Cardiff)
  • Padraig Corcoran (Cardiff)
  • Alun Preece (Cardiff)
  • Krishna Kesari (Purdue)
  • Raghu Ganti (IBM US)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
Explaining Temporal Information in Activity Recognition for Situational Understanding


Variants: doc-4735
internal conference
  • Liam Hiley (Cardiff)
  • Harrison Taylor (Cardiff)
  • Alun Preece (Cardiff)
  • Yulia Hicks (Cardiff)
  • David Marshall (Cardiff)
  • Supriyo Chakraborty (IBM US)
  • Prudhvi Gurram (ARL)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
Nash Bargaining Solution to Multi-Objective Resource Allocation and Sharing in SDC internal conference
  • Faheem Zafari (Imperial)
  • Prithwish Basu (BBN)
  • Kin Leung (Imperial)
  • Jian Li (UMass)
  • Don Towsley (UMass)
  • Ananthram Swami (ARL)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
Competitive Influence Maximisation using Voting Dynamics


Variants: doc-4759
internal conference
  • Sukankana Chakraborty (Southampton)
  • Sebastian Stein (Southampton)
  • Markus Brede (Southampton)
  • Ananthram Swami (ARL)
  • Geeth de Mel (IBM UK)
  • Valerio Restocchi (Southampton)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
A Truthful Online Mechanism for Resource Allocation in Fog Computing


Variants: doc-4771
internal conference
  • Fan Bi (Southampton)
  • Sebastian Stein (Southampton)
  • Enrico Gerding (Southampton)
  • Nick Jennings (Imperial)
  • Tom La Porta (PSU)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
Hybrid SDN Control in Mobile Ad Hoc Networks


Variants: doc-4101,doc-4399
internal conference
  • Konstantinos Poularakis (Yale)
  • Qiaofeng Qin (Yale)
  • Kelvin Marcus (ARL)
  • Kevin Chan (ARL)
  • Kin Leung (Imperial)
  • Leandros Tassiulas (Yale)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
ProFact: A Provenance-based Analytics Framework for Access Control Policies


Variants: doc-3887,doc-5772
internal conference
  • Amani Abu Jabal (Purdue)
  • Maryam Davari (Purdue)
  • Elisa Bertino (Purdue)
  • Christian Makaya (IBM US)
  • Seraphin Calo (IBM US)
  • Dinesh Verma (IBM US)
  • Chris Williams (Dstl)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
Generating Client Side Policies for Cyber-Physical Safety


Variants: doc-4769
internal conference
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Elisa Bertino (Purdue)
  • Geeth de Mel (IBM UK)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
On the Impact of Generative Policies on Security Metrics


Variants: doc-4063
internal conference
  • Dinesh Verma (IBM US)
  • Elisa Bertino (Purdue)
  • Geeth de Mel (IBM UK)
  • John Melrose (Dstl)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
A Systematic Method to Understand Requirements for Explainable AI (XAI) Systems


Variants: doc-4597
internal conference
  • Mark Hall (Airbus)
  • Dan Harborne (Cardiff)
  • Richard Tomsett (IBM UK)
  • Vedran Galetic (Airbus)
  • Santiago Quintana (Airbus)
  • Alistair Nottle (Airbus)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 collaborative
Investigating the robustness of peer-to-peer machine learning internal conference
  • Richard Tomsett (IBM UK)
  • Kevin Chan (ARL)
  • Supriyo Chakraborty (IBM US)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
Self-Learning Neural Network Architectures for Variable Length Encoding Schemes internal conference
  • Nick Nordlund (Yale)
  • Heesung Kwon (ARL)
  • Geeth de Mel (IBM UK)
  • Leandros Tassiulas (Yale)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
An Exploratory Analysis of Suspicious Reddit User Accounts based on Sentiment and Interactions internal conference
  • Eunjin Lee (IBM UK)
  • James Ashford (Cardiff)
  • Malgorzata Turalska (ARL)
  • Liam Turner (Cardiff)
  • Q. Vera Liao (IBM US)
  • Rachel Bellamy (IBM US)
  • Geeth de Mel (IBM UK)
  • Roger Whitaker (Cardiff)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
Dynamic Patterns of Terrorist Networks: Security versus Efficiency in the Evolution of Eleven Islamic Extremist Groups


Variants: doc-4707
internal conference
  • Cassie McMillan (PSU)
  • Diane Felmlee (PSU)
  • Dave Braines (IBM UK)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
Evidence to support common application switching behaviour on smartphones


Variants: doc-3588
internal conference
  • Liam Turner (Cardiff)
  • Roger Whitaker (Cardiff)
  • Stuart Allen (Cardiff)
  • David Linden (Cardiff)
  • Kun Tu (UMass)
  • Jian Li (UMass)
  • Don Towsley (UMass)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
Sanity Checks for Saliency Metrics


Variants: doc-4694
internal conference
  • Dan Harborne (Cardiff)
  • Richard Tomsett (IBM UK)
  • Supriyo Chakraborty (IBM US)
  • Prudhvi Gurram (ARL)
  • Alun Preece (Cardiff)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
Motif signatures of social networks are function of hierarchy and homophily. poster
  • Malgorzata Turalska (ARL)
  • Ananthram Swami (ARL)
Sep-2019 Conference on Complex Systems 2019 single institute with government
Explaining Temporal Information in Activity Recognition for Situational Understanding


Variants: doc-4433
poster
  • Liam Hiley (Cardiff)
  • Alun Preece (Cardiff)
  • Yulia Hicks (Cardiff)
  • David Marshall (Cardiff)
  • Supriyo Chakraborty (IBM US)
  • Prudhvi Gurram (ARL)
Sep-2019 British Machine Vision Association Symposium on Video Understanding international with government
Audio-Visual Explanations for Activity Recognition using Discriminative Relevance poster
  • Harrison Taylor (Cardiff)
  • Liam Hiley (Cardiff)
  • Alun Preece (Cardiff)
  • David Marshall (Cardiff)
  • Yulia Hicks (Cardiff)
Sep-2019 British Machine Vision Association Symposium on Video Understanding single institute
Deep Residual Neural Networks for Audio Spoofing Detection external conference
  • Moustafa Alzantot (UCLA)
  • Ziqi Wang (UCLA)
  • Mani Srivastava (UCLA)
Sep-2019 ICSA Interspeech 2019 single institute
Constructing Distributed Time-Critical Applications Using a Vector Symbolic Architecture


Variants: doc-4872
internal conference
  • Chris Simpkin (Cardiff)
  • Ian Taylor (Cardiff)
  • Graham Bent (IBM UK)
  • Geeth de Mel (IBM UK)
  • Raghu Ganti (IBM US)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
Modelling stereotyping in cooperation systems

Best paper nomination
external conference
  • Wafi Bedewi (Cardiff)
  • Roger Whitaker (Cardiff)
  • Gualtiero Colombo (Cardiff)
  • Stuart Allen (Cardiff)
  • Yarrow Dunham (Yale)
Sep-2019 International Conference on Computational Collective Intelligence 2019 international
Exact Incremental and Decremental Learning for LS-SVM external conference
  • Wei-Han Lee
  • Bongjun Ko (IBM US)
  • Shiqiang Wang (IBM US)
  • Changchang Liu (IBM US)
  • Kin Leung (Imperial)
Sep-2019 IEEE International Conference on Image Processing 2019 international
A Game-Theoretic Framework for Resource Sharing in Clouds external conference
  • Faheem Zafari (Imperial)
  • Kin Leung (Imperial)
  • Don Towsley (UMass)
  • Prithwish Basu (BBN)
  • Ananthram Swami (ARL)
Sep-2019 12th IFIP Wireless and Mobile Networking Conference (2019) international with government
Structured Learning for Action Recognition in Videos journal
  • Yinghan Long (Purdue)
  • Gopalakrishnan Srinivasan (Purdue)
  • Priyadarshini Panda (Purdue)
  • Kaushik Roy (Purdue)
Sep-2019 IEEE Journal on Emerging and Selected Topics in Circuits and Systems 9, no. 3 (2019): 475-484 [link] single institute
Illuminated Decision Trees with Lucid external conference
  • David Mott (IBM UK)
  • Richard Tomsett (IBM UK)
Sep-2019 30th British Machine Vision Conference (BMVC) [link] single institute
A Comparison Between Statistical and Symbolic Learning Approaches for Generative Policy Models


Variants: doc-4763
internal conference
  • Graham White (IBM UK)
  • Daniel Cunnington (IBM UK)
  • Mark Law (Imperial)
  • Alessandra Russo (Imperial)
  • Elisa Bertino (Purdue)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
Federated Learning for Coalition Operations


Variants: doc-4998
internal conference
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Shalisa Witherspoon (IBM US)
  • Elisa Bertino (Purdue)
  • Amani Abu Jabal (Purdue)
  • Ananthram Swami (ARL)
  • Greg Cirincione (ARL)
  • Simon Julier (UCL)
  • Graham White (IBM UK)
  • Geeth de Mel (IBM UK)
  • Gavin Pearson (Dstl)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
Service Placement and Request Scheduling for Data-intensive Applications in Edge Clouds


Variants: doc-3578,doc-5779
internal conference
  • Vajiheh Farhadi (PSU)
  • Fidan Mehmeti (PSU)
  • Ting He (PSU)
  • Tom La Porta (PSU)
  • Hana Khamfroush (PSU)
  • Shiqiang Wang (IBM US)
  • Kevin Chan (ARL)
  • Sebastian Stein (Southampton)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
Neural Networks at the Edge


Variants: doc-4094
internal conference
  • Priyadarshini Panda (Purdue)
  • Deboleena Roy (Purdue)
  • Gopalakrishnan Srinivasan (Purdue)
  • Akhilesh Jaiswal (Purdue)
  • Richard Tomsett (IBM UK)
  • Nirmit Desai (IBM US)
  • Raghu Ganti (IBM US)
  • Kaushik Roy (Purdue)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
Targeted Poisoning Attacks In Coalition Systems Under Incomplete Model Information internal conference
  • Supriyo Chakraborty (IBM US)
  • Moustafa Alzantot (UCLA)
  • Arjun Nitin Bhagoji (IBM US)
  • Yash Sharma
  • Richard Tomsett (IBM UK)
  • Mani Srivastava (UCLA)
  • Kevin Chan (ARL)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
Analyzing spatially constrained Power of two choice based policies in a two-dimensional distributed service network internal conference
  • Nitish Panigrahy (UMass)
  • Prithwish Basu (BBN)
  • Don Towsley (UMass)
  • Ananthram Swami (ARL)
  • Kevin Chan (ARL)
  • Kin Leung (Imperial)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
Understanding Patterns of Terrorism in India Using AI Machine Learning


Variants: doc-4002
internal conference
  • Dinesh Verma (IBM US)
  • Rithvik Yarlagadda (PSU)
  • Scott Sigmund Gartner (PSU)
  • Diane Felmlee (PSU)
  • Dave Braines (IBM UK)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
Federated Learning with Diverse Tasks and Data internal conference
  • Tiffany Tuor (Imperial)
  • Shiqiang Wang (IBM US)
  • Bongjun Ko (IBM US)
  • Changchang Liu (IBM US)
  • Kin Leung (Imperial)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
Adaptive Gradient Sparsification for Communication-Efficient Federated Learning internal conference
  • Pengchao Han (Imperial)
  • Shiqiang Wang (IBM US)
  • Kin Leung (Imperial)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
gl2vec: Learning Feature Representation Using Graphlets for Directed Networks


Variants: doc-5800,doc-4826
internal conference
  • Kun Tu (UMass)
  • Don Towsley (UMass)
  • Dave Braines (IBM UK)
  • Liam Turner (Cardiff)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
Towards a Coalition Focused Neural-Symbolic Generative Policy Model


Variants: doc-4737
internal conference
  • Daniel Cunnington (IBM UK)
  • Alessandra Russo (Imperial)
  • Seraphin Calo (IBM US)
  • Elisa Bertino (Purdue)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international
Exploring the future of Explainable AI solutions with military stakeholders internal conference
  • Dave Braines (IBM UK)
  • Eunjin Lee (IBM UK)
  • Gavin Pearson (Dstl)
  • Alun Preece (Cardiff)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 collaborative with government
A Highly Reliable and Programmable Software Defined Coalition (SDC) Architecture using Multiple Control Plane Composition with Distributed Verification internal conference
  • Kerim Gokarslan (Yale)
  • Geng Li (Yale)
  • Patrick Baker (Dstl)
  • Franck Le (IBM US)
  • Sastry Kompella
  • Kelvin Marcus (ARL)
  • Vinod Mishra (ARL)
  • Jeremy Tucker (Dstl)
  • Richard Yang (Yale)
  • Paul Yu (ARL)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
Magellan: Toward a Unified SDC Programming Framework with Automatic, Fast Updates


Variants: doc-4401
internal conference
  • Kai Gao
  • Geng Li (Yale)
  • Taishi Nojima (Yale)
  • Sanat Khurana (Yale)
  • Christopher Leet (Yale)
  • Patrick Baker (Dstl)
  • Franck Le (IBM US)
  • Yeon-Sup Lim (IBM US)
  • Vinod Mishra (ARL)
  • Richard Yang (Yale)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
Joint Coreset Construction and Quantization for Distributed Machine Learning


Variants: doc-5516
internal conference
  • Hanlin Lu (PSU)
  • Changchang Liu (IBM US)
  • Shiqiang Wang (IBM US)
  • Ting He (PSU)
  • Vijaykrishnan Narayanan (PSU)
  • Kevin Chan (ARL)
  • Stephen Pasteris (UCL)
Sep-2019 Annual Fall Meeting of the DAIS ITA, 2019 international with government
A General Approach to Reasoning with Probabilities


Variants: doc-3018
journal
  • Federico Cerutti (Cardiff)
  • Matthias Thimm
Aug-2019 International Journal of Approximate Reasoning, 111, 35-50. [link] collaborative
How Advantageous Is It? An Analytical Study of Controller-Assisted Path Construction in Distributed SDN journal
  • Ziyao Zhang (Imperial)
  • Liang Ma (IBM US)
  • Kin Leung (Imperial)
  • Franck Le (IBM US)
  • Sastry Kompella
  • Leandros Tassiulas (Yale)
Aug-2019 IEEE/ACM Transactions on Networking, 27(4), 1643-1656. [link] international with government
MOPT: Optimized Mutation Scheduling for Fuzzers external conference
  • Chenyang Lyu
  • Shouling Ji
  • Chao Zhang
  • Yuwei Li
  • Wei-Han Lee
  • Yu Song
  • Raheem Beyah
Aug-2019 USENIX Security 2019 Technical Sessions collaborative
A Systematic Method to Understand Requirements for Explainable AI (XAI) Systems


Variants: doc-4452
external conference
  • Mark Hall (Airbus)
  • Dan Harborne (Cardiff)
  • Richard Tomsett (IBM UK)
  • Vedran Galetic (Airbus)
  • Santiago Quintana (Airbus)
  • Alistair Nottle (Airbus)
  • Alun Preece (Cardiff)
Aug-2019 IJCAI 2019 Workshop on Explainable Artificial Intelligence (XAI) [link] collaborative
Discriminating Spatial and Temporal Relevance in Deep Taylor Decompositions for Explainable Activity Recognition external conference
  • Liam Hiley (Cardiff)
  • Harrison Taylor (Cardiff)
  • Alun Preece (Cardiff)
  • Yulia Hicks (Cardiff)
  • David Marshall (Cardiff)
Aug-2019 IJCAI 2019 Workshop on Explainable Artificial Intelligence (XAI) single institute
Compiling Global SDN Programs to Device-level P4 Configurations invited talk
  • Kai Gao
  • Dong Guo
  • Richard Yang (Yale)
Aug-2019 Annual Conference of the Special Interest Group on Data Communication 2019 collaborative
What Prize is Right? How to Learn the Optimal Structure for Crowdsourcing Contests external conference
  • Nhat Van-Quoc Truong (Southampton)
  • Sebastian Stein (Southampton)
  • Long Tran-Thanh (Southampton)
  • Nick Jennings (Imperial)
Aug-2019 The 16th Pacific Rim International Conference on Artificial Intelligence collaborative
Competitive Influence Maximisation using Voting Dynamics


Variants: doc-4440
external conference
  • Sukankana Chakraborty (Southampton)
  • Sebastian Stein (Southampton)
  • Markus Brede (Southampton)
  • Ananthram Swami (ARL)
  • Geeth de Mel (IBM UK)
  • Valerio Restocchi (Southampton)
Aug-2019 Workshop on Social Influence 2019 international with government
A Truthful Online Mechanism for Resource Allocation in Fog Computing


Variants: doc-4442
external conference
  • Fan Bi (Southampton)
  • Sebastian Stein (Southampton)
  • Enrico Gerding (Southampton)
  • Nick Jennings (Imperial)
  • Tom La Porta (PSU)
Aug-2019 The 16th Pacific Rim International Conference on Artificial Intelligence international
gl2vec: Learning Feature Representation Using Graphlets for Directed Networks


Variants: doc-5800,doc-5841
external conference
  • Kun Tu (UMass)
  • Jian Li (UMass)
  • Don Towsley (UMass)
  • Dave Braines (IBM UK)
  • Liam Turner (Cardiff)
Aug-2019 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining international
Toward Fine-Grained, Privacy-Preserving, Efficient Multi-Domain Network Resource Discovery journal
  • Qiao Xiang (Yale)
  • Jingxuan Zhang
  • Xin Wang
  • Y. Jace Liu
  • Chin Guok
  • Franck Le (IBM US)
  • John MacAuley
  • Harvey Newman
  • Richard Yang (Yale)
Aug-2019 IEEE Journal on Selected Areas in Communications, 37(8), 1924-1940. [link] collaborative
Unearthing and Exploiting Latent Semantics behind DNS Domains for Deep Network Traffic Analysis external conference
  • Franck Le (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Dinesh Verma (IBM US)
Aug-2019 International Joint Conference on Artificial Intelligence 2019 single institute
Reinforcement Learning with Low-Complexity Liquid State Machines journal
  • Wachirawit Ponghiran (Purdue)
  • Gopalakrishnan Srinivasan (Purdue)
  • Kaushik Roy (Purdue)
Aug-2019 Frontiers in Neuroscience 13 (2019): 883 [link] single institute
Pooling Tweets by Fine-Grained Emotions to Uncover Topic Trends in Social Media external conference
  • Annika Schoene (IBM UK)
  • Geeth de Mel (IBM UK)
Jul-2019 22nd International Conference on Information Fusion single institute
A Pilot Study on Detecting Violence in Videos Fusing Proxy Models external conference
  • Marc Vilamala (Cardiff)
  • Liam Hiley (Cardiff)
  • Yulia Hicks (Cardiff)
  • Alun Preece (Cardiff)
  • Federico Cerutti (Cardiff)
Jul-2019 22nd International Conference on Information Fusion single institute
Supporting User Fusion of AI Services through Conversational Explanations external conference
  • Dave Braines (IBM UK)
  • Richard Tomsett (IBM UK)
  • Alun Preece (Cardiff)
Jul-2019 22nd International Conference on Information Fusion collaborative
GenAttack: Practical Black-box Attacks with Gradient-Free Optimization


Variants: doc-5791
external conference
  • Moustafa Alzantot (UCLA)
  • Yash Sharma
  • Supriyo Chakraborty (IBM US)
  • Huan Zhang (UCLA)
  • Cho-Jui Hsieh (UCLA)
  • Mani Srivastava (UCLA)
Jul-2019 The Genetic and Evolutionary Computation Conference 2019 collaborative
Generative Policies for Coalition Systems – A Symbolic Learning Framework external conference
  • Elisa Bertino (Purdue)
  • Alessandra Russo (Imperial)
  • Mark Law (Imperial)
  • Seraphin Calo (IBM US)
  • Irene Manatos (IBM US)
  • Dinesh Verma (IBM US)
  • Amani Abu Jabal (Purdue)
  • Daniel Cunnington (IBM UK)
  • Geeth de Mel (IBM UK)
  • Graham White (IBM UK)
  • Jorge Lobo
  • Greg Cirincione (ARL)
Jul-2019 2019 39th IEEE International Conference on Distributed Computing Systems international with government
Online Collection and Forecasting of Resource Utilization in Large-Scale Distributed Systems


Variants: doc-5865
external conference
  • Tiffany Tuor (Imperial)
  • Shiqiang Wang (IBM US)
  • Kin Leung (Imperial)
  • Bongjun Ko (IBM US)
Jul-2019 2019 39th IEEE International Conference on Distributed Computing Systems international
Deep Neural Networks for Network Routing external conference
  • Joao Reis (UCL)
  • Miguel Rocha
  • Truong Khoa Phan (UCL)
  • David Griffin (UCL)
  • Franck Le (IBM US)
  • Miguel Rio (UCL)
Jul-2019 International Joint Conference on Neural Networks (IJCNN) 2019 international
Investigating Statistical Privacy Frameworks from the Perspective of Hypothesis Testing external conference
  • Changchang Liu (IBM US)
  • Xi He
  • Thee Chanyaswad
  • Shiqiang Wang (IBM US)
  • Prateek Mittal
Jul-2019 19th Privacy Enhancing Technologies Symposium (PETS 2019) collaborative
Federated AI for the Enterprise: A Web Services based Implementation external conference
  • Dinesh Verma (IBM US)
  • Graham White (IBM UK)
  • Geeth de Mel (IBM UK)
Jul-2019 IEEE International Conference on Web Services. July 8-13, 2019 international
Supporting Multi-domain Use Cases with ALTO external conference
  • Danny Lachos
  • Christian Rothenberg
  • Qiao Xiang (Yale)
  • Richard Yang (Yale)
  • Borje Ohlman
  • Sabine Randriamasy
  • Farni Boten
  • Luis Contreras
Jul-2019 Applied Networking Research Workshop 2019 collaborative
Generating Client Side Policies for Cyber-Physical Safety


Variants: doc-4448
external conference
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Elisa Bertino (Purdue)
  • Geeth de Mel (IBM UK)
Jul-2019 The 28th International Conference on Computer Communications and Networks 2019 international
Feature Importance Identification through Bottleneck Reconstruction external conference
  • Linsong Chu (IBM US)
  • Ramya Raghavendra (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Alun Preece (Cardiff)
  • Dan Harborne (Cardiff)
Jul-2019 3rd IEEE International Conference on Cognitive Computing (2019) international
Scaling Deep Spiking Neural Networks with Binary Stochastic Activations external conference
  • Deboleena Roy (Purdue)
  • Indranil Chakraborty (Purdue)
  • Kaushik Roy (Purdue)
Jul-2019 3rd IEEE International Conference on Cognitive Computing (2019) single institute
An AI enabled system for Distributed System Characterization external conference
  • Seraphin Calo (IBM US)
  • Dinesh Verma (IBM US)
  • Maroun Touma (IBM US)
  • Franck Le (IBM US)
  • Douglas Freimuth (IBM US)
  • Erich Nahum (IBM US)
Jul-2019 3rd IEEE International Conference on Cognitive Computing (2019) single institute
Evaluating the Stability of Recurrent Neural Models during Training with Eigenvalue Spectra Analysis external conference
  • Priyadarshini Panda (Purdue)
  • Efstathia Soufleri (Purdue)
  • Kaushik Roy (Purdue)
Jul-2019 International Joint Conference on Neural Networks (IJCNN) 2019 single institute
IoT Data Management System for Rapid Development of Machine Learning Models external conference
  • Keith Grueneberg (IBM US)
  • David Wood (IBM US)
  • Xiping Wang (IBM US)
  • Dean Steuer (IBM US)
  • Yeon-Sup Lim (IBM US)
Jul-2019 3rd IEEE International Conference on Cognitive Computing (2019) single institute
The evolving liaisons between the transaction networks of Bitcoin and its price dynamics tech report
  • Alexandre Bovet
  • Carlo Campajola
  • Francesco Mottes
  • Valerio Restocchi (Southampton)
  • Nicolo Vallarano
  • Tiziano Squartini
  • Claudio Tessone
Jul-2019 [link] collaborative
Quantifying Transparency of Machine Learning Systems through Analysis of Contributions tech report
  • Iain Barclay (Cardiff)
  • Alun Preece (Cardiff)
  • Ian Taylor (Cardiff)
  • Dinesh Verma (IBM US)
Jul-2019 [link] international
Second-Order Learning and Inference using Incomplete Data for Uncertain Bayesian Networks: A Two Node Example


Variants: doc-6069
external conference
  • Lance Kaplan (ARL)
  • Federico Cerutti (Cardiff)
  • Murat Sensoy
  • Kumar Vijay Mishra
Jul-2019 22nd International Conference on Information Fusion [link] international with government
Towards Traceability in Data Ecosystems using a Bill of Materials Model external conference
  • Iain Barclay (Cardiff)
  • Alun Preece (Cardiff)
  • Ian Taylor (Cardiff)
  • Dinesh Verma (IBM US)
Jun-2019 11th International Workshop on Science Gateways international
The Science Library: A Controlled Natural Language driven Science Gateway journal
  • Eunjin Lee (IBM UK)
  • Dave Braines (IBM UK)
Jun-2019 11th International Workshop on Science Gateways single institute
Analyzing Federated Learning through an Adversarial Lens external conference
  • Arjun Nitin Bhagoji (IBM US)
  • Supriyo Chakraborty (IBM US)
  • Prateek Mittal
  • Seraphin Calo (IBM US)
Jun-2019 International Conference on Machine Learning 2019 collaborative
NeuroMask: Explaining Predictions of Deep Neural Networks through Mask Learning external conference
  • Moustafa Alzantot (UCLA)
  • Amy Widdicombe (UCL)
  • Simon Julier (UCL)
  • Mani Srivastava (UCLA)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) international
On the Impact of Generative Policies on Security Metrics


Variants: doc-4450
external conference
  • Dinesh Verma (IBM US)
  • Elisa Bertino (Purdue)
  • Geeth de Mel (IBM UK)
  • John Melrose (Dstl)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) international with government
Synthesizing Images From Spatio-Temporal Representations Using Spike-Based Backpropagation journal
  • Deboleena Roy (Purdue)
  • Priyadarshini Panda (Purdue)
  • Kaushik Roy (Purdue)
Jun-2019 Frontiers in neuroscience, 13, 621. [link] single institute
Pruning Deep Convolutional Neural Networks for Efficient Edge Computing in Condition Assessment of Infrastructures journal
  • Rih-Teng Wu (Purdue)
  • Ankush Singla (Purdue)
  • Mohammad R. Jahanshahi (Purdue)
  • Elisa Bertino (Purdue)
  • Bongjun Ko (IBM US)
  • Dinesh Verma (IBM US)
Jun-2019 Computer-Aided Civil and Infrastructure Engineering Volume34, Issue 9 [link] collaborative
Overcoming the Lack of Labeled Data: Training Intrusion Detection Models Using Transfer Learning external conference
  • Ankush Singla (Purdue)
  • Elisa Bertino (Purdue)
  • Dinesh Verma (IBM US)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) collaborative
A TTL-based Approach for Data Aggregation in Geo-distributed Streaming Analytics external conference
  • Dhruv Kumar
  • Jian Li (UMass)
  • Abhishek Chandra
  • Ramesh Sitaraman (UMass)
Jun-2019 ACM on Measurement and Analysis of Computing Systems, Volume 3 Issue 2, June 2019 international
Neural Networks at the Edge


Variants: doc-5835
external conference
  • Deboleena Roy (Purdue)
  • Gopalakrishnan Srinivasan (Purdue)
  • Priyadarshini Panda (Purdue)
  • Richard Tomsett (IBM UK)
  • Nirmit Desai (IBM US)
  • Raghu Ganti (IBM US)
  • Kaushik Roy (Purdue)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) international
Large-Scale Hybrid ad hoc Network for Mobile Platforms: Challenges and Experiences external conference
  • Nirmit Desai (IBM US)
  • Wendy Chong (IBM US)
  • Heather Achilles (IBM US)
  • Shahrokh Daijavad (IBM US)
  • Tom La Porta (PSU)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) collaborative
Demonstration of Federated Learning in a Resource-Constrained Networked Environment


Variants: doc-4386
external conference
  • Dave Conway-Jones (IBM UK)
  • Tiffany Tuor (Imperial)
  • Shiqiang Wang (IBM US)
  • Kin Leung (Imperial)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) international
On Data Summarization for Machine Learning in Multi-organization Federations external conference
  • Bongjun Ko (IBM US)
  • Shiqiang Wang (IBM US)
  • Ting He (PSU)
  • Dave Conway-Jones (IBM UK)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) international
Hybrid SDN Control in Mobile Ad Hoc Networks


Variants: doc-4444,doc-4399
external conference
  • Konstantinos Poularakis (Yale)
  • Qiaofeng Qin (Yale)
  • Kelvin Marcus (ARL)
  • Kevin Chan (ARL)
  • Kin Leung (Imperial)
  • Leandros Tassiulas (Yale)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) international with government
Magnalium: Highly Reliable SDC Networks with Multiple Control Plane Composition external conference
  • Geng Li (Yale)
  • Akrit Mudvari (Yale)
  • Kerim Gokarslan (Yale)
  • Patrick Baker (Dstl)
  • Sastry Kompella
  • Franck Le (IBM US)
  • Kelvin Marcus (ARL)
  • Jeremy Tucker (Dstl)
  • Richard Yang (Yale)
  • Paul Yu (ARL)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) international with government
Online Distributed Analytics at the Edge with Multiple Service Grades external conference
  • Victor Valls (Yale)
  • Geeth de Mel (IBM UK)
  • Heesung Kwon (ARL)
  • Leandros Tassiulas (Yale)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) international with government
Using an ASG based Generative Policy to Model Human Rules


Variants: doc-4421
external conference
  • Graham White (IBM UK)
  • John Ingham (Dstl)
  • Mark Law (Imperial)
  • Alessandra Russo (Imperial)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) collaborative with government
Demonstration of Dynamic Distributed Orchestration of Node-RED IoT Workflows Using a Vector Symbolic Architecture external conference
  • Richard Tomsett (IBM UK)
  • Graham Bent (IBM UK)
  • Chris Simpkin (Cardiff)
  • Ian Taylor (Cardiff)
  • Dan Harborne (Cardiff)
  • Alun Preece (Cardiff)
  • Raghu Ganti (IBM US)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) international
Cooperative Learning for Multi-perspective Image Classification external conference
  • Nick Nordlund (Yale)
  • Heesung Kwon (ARL)
  • Leandros Tassiulas (Yale)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) collaborative with government
DeepCEP: Deep Complex Event Processing Using Distributed Multimodal Information external conference
  • Tianwei Xing (UCLA)
  • Marc Vilamala (Cardiff)
  • Luis Garcia (UCLA)
  • Federico Cerutti (Cardiff)
  • Lance Kaplan (ARL)
  • Alun Preece (Cardiff)
  • Mani Srivastava (UCLA)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) international with government
Deep Q-Learning for Directed Acyclic Graph Generation


Variants: doc-4429
external conference
  • Laura D 'Arcy (Cardiff)
  • Padraig Corcoran (Cardiff)
  • Alun Preece (Cardiff)
Jun-2019 International Conference on Machine Learning 2019 single institute
A Demonstration of Generative Policy Models in Coalition Environments


Variants: doc-4391
external conference
  • Daniel Cunnington (IBM UK)
  • Graham White (IBM UK)
  • Mark Law (Imperial)
  • Geeth de Mel (IBM UK)
Jun-2019 17th International Conference on Practical Applications of Agents and Multi-Agent Systems collaborative
Reactive Access Control Systems poster
  • Maryam Davari (Purdue)
  • Elisa Bertino (Purdue)
Jun-2019 Proceedings of the 23nd ACM on Symposium on Access Control Models and Technologies (SACTMAT) single institute
Jointly Compressing and Caching Data in Wireless Sensor Networks external conference
  • Nitish Panigrahy (UMass)
  • Jian Li (UMass)
  • Faheem Zafari (Imperial)
  • Don Towsley (UMass)
  • Paul Yu (ARL)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) international with government
How Deep Learning is Making Information Security More Intelligent journal
  • Ankush Singla (Purdue)
  • Elisa Bertino (Purdue)
Jun-2019 IEEE Security & Privacy, 17(3), pp.56-65. [link] single institute
Generative Policy Framework for AI Training Data Curation external conference
  • Valentina Salapura (IBM US)
  • David Wood (IBM US)
  • Shonda Witherspoon (IBM US)
  • Keith Grueneberg (IBM US)
  • Elisa Bertino (Purdue)
  • Amani Abu Jabal (Purdue)
  • Seraphin Calo (IBM US)
Jun-2019 2019 IEEE International Conference on Smart Computing (SMARTCOMP) collaborative
Implicit Generative Modeling of Random Noise during Training improves Adversarial Robustness external conference
  • Priyadarshini Panda (Purdue)
  • Kaushik Roy (Purdue)
Jun-2019 International Conference on Machine Learning 2019 single institute
Understanding the Signature of Controversial Wikipedia Articles through Motifs in Editor Revision Networks


Variants: doc-4413
external conference
  • James Ashford (Cardiff)
  • Liam Turner (Cardiff)
  • Roger Whitaker (Cardiff)
  • Alun Preece (Cardiff)
  • Diane Felmlee (PSU)
  • Don Towsley (UMass)
May-2019 The Web Conference 2019 international
Multicast-based Weight Inference in General Network Topologies


Variants: doc-4423
external conference
  • Yilei Lin (PSU)
  • Ting He (PSU)
  • Shiqiang Wang (IBM US)
  • Kevin Chan (ARL)
  • Stephen Pasteris (UCL)
May-2019 IEEE International Conference on Communications 2019 international with government
A Truthful Online Mechanism for Allocating Fog Computing Resources external conference
  • Fan Bi (Southampton)
  • Sebastian Stein (Southampton)
  • Enrico Gerding (Southampton)
  • Nick Jennings (Imperial)
  • Tom La Porta (PSU)
May-2019 International Conference on Autonomous Agents and Multiagent Systems (AAMAS) 2019 [link] international
DQ Scheduler: Deep Reinforcement Learning Based Controller Synchronization in Distributed SDN

Best paper award at ICC-2019
external conference
  • Ziyao Zhang (Imperial)
  • Liang Ma (IBM US)
  • Konstantinos Poularakis (Yale)
  • Kin Leung (Imperial)
  • Lingfei Wu (IBM US)
May-2019 IEEE International Conference on Communications 2019 international
Dynamic Service Migration in Mobile Edge Computing Based on Markov Decision Process journal
  • Shiqiang Wang (IBM US)
  • Rahul Urgaonkar
  • Murtaza Zafer (IBM US)
  • Ting He (PSU)
  • Kevin Chan (ARL)
  • Kin Leung (Imperial)
May-2019 IEEE/ACM Transactions on Networking ( Volume: 27 , Issue: 3 , June 2019 ) [link] international with government
The impact of peer pressure: extending Axelrod's model on cultural polarisation external conference
  • Rhodri Morris (Cardiff)
  • Liam Turner (Cardiff)
  • Roger Whitaker (Cardiff)
  • Cheryl Giammanco (ARL)
May-2019 IEEE International Conference on Communications 2019 international with government
Analysis of Liquid Ensembles for Enhancing the Performance and Accuracy of Liquid State Machines journal
  • Parami Wijesinghe (Purdue)
  • Gopalakrishnan Srinivasan (Purdue)
  • Priyadarshini Panda (Purdue)
  • Kaushik Roy (Purdue)
May-2019 Front. Neurosci [link] single institute
Discretization based solutions for secure machine learning against adversarial attacks journal
  • Priyadarshini Panda (Purdue)
  • Indranil Chakraborty (Purdue)
  • Kaushik Roy (Purdue)
May-2019 IEEE Access 7 (2019): 70157-70168 [link] single institute
Triptych: Multi-objective Optimisation of Service Deployment Costs, Application Delay and Bandwidth Usage external conference
  • Miguel Rocha
  • Truong Khoa Phan (UCL)
  • Joao Reis (UCL)
  • David Griffin (UCL)
  • Miguel Rio (UCL)
May-2019 IFIP Networking Conference 2019 collaborative
Conversational Explanations: Explainable AI through human-machine conversation invited talk
  • Dave Braines (IBM UK)
Apr-2019 2019 IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA) single institute
An Objective-Driven On-Demand Network Abstraction for Adaptive Applications journal
  • Kai Gao
  • Qiao Xiang (Yale)
  • Xin Wang
  • Richard Yang (Yale)
  • Jun Bi
Apr-2019 IEEE/ACM Transactions on Networking 27, no. 2 (2019): 805-818. [link] collaborative
Looking Glass of NFV: Inferring the Structure and State of NFV Network from External Observations


Variants: doc-5767
external conference
  • Yilei Lin (PSU)
  • Ting He (PSU)
  • Shiqiang Wang (IBM US)
  • Kevin Chan (ARL)
  • Stephen Pasteris (UCL)
Apr-2019 IEEE Conference on Computer Communications 2019 international with government
Service Placement with Provable Guarantees in Heterogeneous Edge Computing Systems


Variants: doc-5777
external conference
  • Stephen Pasteris (UCL)
  • Shiqiang Wang (IBM US)
  • Mark Herbster (UCL)
  • Ting He (PSU)
Apr-2019 IEEE Conference on Computer Communications 2019 international
Service Placement and Request Scheduling for Data-intensive Applications in Edge Clouds


Variants: doc-5834,doc-5779
external conference
  • Vajiheh Farhadi (PSU)
  • Fidan Mehmeti (PSU)
  • Ting He (PSU)
  • Tom La Porta (PSU)
  • Hana Khamfroush (PSU)
  • Shiqiang Wang (IBM US)
  • Kevin Chan (ARL)
Apr-2019 IEEE Conference on Computer Communications 2019 collaborative with government
Learning the Optimal Synchronization Rates in Distributed SDN Control Architectures


Variants: doc-5801,doc-4367
external conference
  • Konstantinos Poularakis (Yale)
  • Qiaofeng Qin (Yale)
  • Liang Ma (IBM US)
  • Sastry Kompella
  • Kin Leung (Imperial)
  • Leandros Tassiulas (Yale)
Apr-2019 IEEE Conference on Computer Communications 2019 international with government
Achieving Useful AI Explanations in a High-Tempo Complex Environment external conference
  • Dave Braines (IBM UK)
  • Alun Preece (Cardiff)
  • Dan Harborne (Cardiff)
Apr-2019 SPIE - Defense + Commercial Sensing 2019 collaborative
Techniques and Systems for Anomaly Detection in Database Systems book chapter
  • Asmaa Sallam (Purdue)
  • Elisa Bertino (Purdue)
Apr-2019 Policy-Based Autonomic Data Governance. Springer, Cham, 2019. 113-133 [link] single institute
MaxHedge: Maximising a Maximum Online


Variants: doc-4376
external conference
  • Stephen Pasteris (UCL)
  • Fabio Vitale
  • Kevin Chan (ARL)
  • Shiqiang Wang (IBM US)
  • Mark Herbster (UCL)
Apr-2019 International Conference on Artificial Intelligence and Statistics 2019 international with government
Joint Service Placement and Request Routing in Multi-cell Mobile Edge Computing Networks external conference
  • Konstantinos Poularakis (Yale)
  • Jaime Llorca
  • Antonia Tulino
  • Ian Taylor (Cardiff)
  • Leandros Tassiulas (Yale)
Apr-2019 IEEE Conference on Computer Communications 2019 international
Unicorn: Unified resource orchestration for multi-domain, geo-distributed data analytics


Variants: doc-1975,doc-1395
journal
  • Qiao Xiang (Yale)
  • X. Tony Wang (Yale)
  • Jensen Zhang
  • Harvey Newman
  • Richard Yang (Yale)
  • Y. Jace Liu
Apr-2019 Future Generation Computer Systems, 93, 188-197. [link] collaborative
Tetrad Motifs: A Comparison of the Local Structure in 20 Social Networks external conference
  • Cassie McMillan (PSU)
  • Diane Felmlee (PSU)
  • Dave Braines (IBM UK)
Apr-2019 Population Association of America, Annual Meeting, 2019 international
STB: Space Time Boxes journal
  • Dakshi Agrawal (IBM US)
  • Raghu Ganti (IBM US)
  • Jeff Jonas
  • Mudhakar Srivatsa (IBM US)
Apr-2019 CCF Transactions on Pervasive Computing and Interaction 1, no. 2 (2019): 114-124 [link] collaborative
Model poisoning attacks against distributed machine learning systems external conference
  • Richard Tomsett (IBM UK)
  • Kevin Chan (ARL)
  • Supriyo Chakraborty (IBM US)
Apr-2019 SPIE - Defense + Commercial Sensing 2019 international with government
Uncertainty-aware Situational Understanding external conference
  • Richard Tomsett (IBM UK)
  • Lance Kaplan (ARL)
  • Federico Cerutti (Cardiff)
  • Paul Sullivan (ARL)
  • Daniel Vente (Cardiff)
  • Marc Vilamala (Cardiff)
  • Angelika Kimmig (Cardiff)
  • Alun Preece (Cardiff)
  • Murat Sensoy
Apr-2019 SPIE - Defense + Commercial Sensing 2019 international with government
Properties of federated averaging on highly distributed data external conference
  • Nirmit Desai (IBM US)
  • Dinesh Verma (IBM US)
Apr-2019 SPIE - Defense + Commercial Sensing 2019 single institute
Federated Machine Learning for Multi-Domain Operations at the Tactical Edge external conference
  • Greg Cirincione (ARL)
  • Dinesh Verma (IBM US)
Apr-2019 SPIE - Defense + Commercial Sensing 2019 collaborative with government
DAIS-ITA Scenario external conference
  • Graham White (IBM UK)
  • Simon Pierson (Dstl)
  • Brian Rivera (ARL)
  • Maroun Touma (IBM US)
  • Paul Sullivan (ARL)
  • Dave Braines (IBM UK)
Apr-2019 SPIE - Defense + Commercial Sensing 2019 international with government
Towards a Learning-Algorithm Agnostic Generative Policy Model for Coalitions external conference
  • Daniel Cunnington (IBM UK)
  • Mark Law (Imperial)
  • Geeth de Mel (IBM UK)
  • Irene Manatos (IBM US)
  • Elisa Bertino (Purdue)
  • Seraphin Calo (IBM US)
  • Dinesh Verma (IBM US)
Apr-2019 SPIE - Defense + Commercial Sensing 2019 international
Developing the sensitivity of LIME for better machine learning explanation


Variants: doc-2904
external conference
  • Eunjin Lee (IBM UK)
  • Dave Braines (IBM UK)
  • Mitchell Stiffler
  • Adam Hudler
  • Dan Harborne (Cardiff)
Apr-2019 SPIE - Defense + Commercial Sensing 2019 international with government
Managing Training Data from Untrusted Partners Using Self-generating Policies external conference
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Shonda Witherspoon (IBM US)
  • Irene Manatos (IBM US)
  • Elisa Bertino (Purdue)
  • Amani Abu Jabal (Purdue)
  • Geeth de Mel (IBM UK)
  • Ananthram Swami (ARL)
  • Greg Cirincione (ARL)
  • Gavin Pearson (Dstl)
Apr-2019 SPIE - Defense + Commercial Sensing 2019 international with government
VoI for complex AI based solutions in coalition environments external conference
  • Dinesh Verma (IBM US)
  • Geeth de Mel (IBM UK)
  • Gavin Pearson (Dstl)
Apr-2019 SPIE - Defense + Commercial Sensing 2019 international with government
Approaches to address the Data Skew Problem in Federated Learning external conference
  • Dinesh Verma (IBM US)
  • Graham White (IBM UK)
  • Simon Julier (UCL)
  • Stephen Pasteris (UCL)
  • Supriyo Chakraborty (IBM US)
  • Greg Cirincione (ARL)
Apr-2019 SPIE - Defense + Commercial Sensing 2019 international with government
Efficient Influence Maximization Under Network Uncertainty external conference
  • Soheil Eshghi (Yale)
  • Setareh Maghsudi (Yale)
  • Valerio Restocchi (Southampton)
  • Sebastian Stein (Southampton)
  • Leandros Tassiulas (Yale)
Apr-2019 First International INFOCOM Workshop on Communications and Networking Aspects of Online Social Networks international
Update Algebra: Toward Continuous, Non-Blocking Composition of Network Updates in SDN external conference
  • Geng Li (Yale)
  • Richard Yang (Yale)
  • Franck Le (IBM US)
  • Yeon-Sup Lim (IBM US)
  • Junqi Wang
Apr-2019 IEEE Conference on Computer Communications 2019 international
Self Generating Policies for Machine Learning in Coalition Environments book chapter
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Shonda Witherspoon (IBM US)
  • Irene Manatos (IBM US)
  • Elisa Bertino (Purdue)
  • Amani Abu Jabal (Purdue)
  • Greg Cirincione (ARL)
  • Ananthram Swami (ARL)
  • Gavin Pearson (Dstl)
  • Geeth de Mel (IBM UK)
Apr-2019 Policy-Based Autonomic Data Governance, pp. 42-65. Springer, Cham, 2019. [link] international with government
A Conceptual Architecture for Contractual Data Sharing in a Decentralised Environment external conference
  • Iain Barclay (Cardiff)
  • Alun Preece (Cardiff)
  • Ian Taylor (Cardiff)
  • Dinesh Verma (IBM US)
Apr-2019 SPIE - Defense + Commercial Sensing 2019 international
A Survey of Indoor Localization Systems and Technologies journal
  • Faheem Zafari (Imperial)
  • Athanasios Gkelias (Imperial)
  • Kin Leung (Imperial)
Apr-2019 IEEE Communications Surveys & Tutorials [link] single institute
Precedence: Enabling Compact Pipeline Layouts By Table Dependency Resolution external conference
  • Christopher Leet (Yale)
  • Richard Yang (Yale)
Apr-2019 The Symposium on SDN Research single institute
Experiences Implementing Live VM Migration over the WAN with Multi-Path TCP external conference
  • Franck Le (IBM US)
  • Erich Nahum (IBM US)
Apr-2019 IEEE Conference on Computer Communications 2019 single institute
Optimal Energy Consumption for Communication, Computation, Caching and Quality Guarantee journal
  • Faheem Zafari (Imperial)
  • Jian Li (UMass)
  • Kin Leung (Imperial)
  • Don Towsley (UMass)
  • Ananthram Swami (ARL)
Apr-2019 IEEE Transactions on Control of Network Systems [link] international with government
Enabling smart environments through scalable policy reasoning and IoT journal
  • Emre Goynugur
  • Murat Sensoy
  • Geeth de Mel (IBM UK)
Mar-2019 Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 9, no. 2 (2019): e1290. [link] collaborative
Evidence to support common application switching behaviour on smartphones


Variants: doc-4466
journal
  • Liam Turner (Cardiff)
  • Roger Whitaker (Cardiff)
  • Stuart Allen (Cardiff)
  • David Linden (Cardiff)
  • Kun Tu (UMass)
  • Jian Li (UMass)
  • Don Towsley (UMass)
Mar-2019 Royal Society open science 6, no. 3 (2019): 190018. [link] international
ReStoCNet: Residual Stochastic Binary Convolutional Spiking Neural Network for Memory-Efficient Neuromorphic Computing journal
  • Gopalakrishnan Srinivasan (Purdue)
  • Kaushik Roy (Purdue)
Mar-2019 Frontiers in Neuroscience, 13, 189. [link] single institute
NN-SAR: A Neural Network Approach for Spatial AutoRegression external conference
  • Pranita Dewan (IBM US)
  • Raghu Ganti (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Sebastian Stein (Southampton)
Mar-2019 Information Quality and Quality of Service for Pervasive Computing (IQ2S 2019) international
Understanding Patterns of Terrorism in India Using AI Machine Learning: 2007-2017


Variants: doc-5838,doc-5514
external conference
  • Scott Sigmund Gartner (PSU)
  • Diane Felmlee (PSU)
  • Rithvik Yarlagadda (PSU)
  • Dinesh Verma (IBM US)
Mar-2019 Fifteenth International Conference on Technology, Knowledge & Society, Barcelona Spain collaborative
Adaptive Federated Learning in Resource Constrained Edge Computing Systems journal
  • Shiqiang Wang (IBM US)
  • Tiffany Tuor (Imperial)
  • Theodoros Salonidis (IBM US)
  • Kin Leung (Imperial)
  • Christian Makaya (IBM US)
  • Ting He (PSU)
  • Kevin Chan (ARL)
Mar-2019 [link] international with government
Explaining models: an empirical study of how explanations impact fairness judgment external conference
  • Jonathan Dodge
  • Q. Vera Liao (IBM US)
  • Yunfeng Zhang (IBM US)
  • Rachel Bellamy (IBM US)
  • Casey Dugan (IBM US)
Mar-2019 24th International Conference on Intelligent User Interfaces collaborative
Deep Learning Interpretability - Theory, techniques, and importantly, metrics


Variants: doc-4913
invited talk
  • Dan Harborne (Cardiff)
Mar-2019 Cardiff University Research Symposium single institute
Deep Learning Interpretability - Theory, techniques, and importantly, metrics


Variants: doc-4911
invited talk
  • Dan Harborne (Cardiff)
Mar-2019 AI Wales discussion group single institute
Transmission errors and influence maximization in the voter model journal
  • Markus Brede (Southampton)
  • Valerio Restocchi (Southampton)
  • Sebastian Stein (Southampton)
Mar-2019 Journal of Statistical Mechanics: Theory and Experiment 2019, no. 3 (2019): 033401 [link] single institute
Enabling Spike-based Backpropagation in State-of-the-art Deep Neural Network Architectures tech report
  • Chankyu Lee (Purdue)
  • Syed Shakib Sarwar (Purdue)
  • Kaushik Roy (Purdue)
Mar-2019 [link] single institute
Methods and Tools for Policy Analysis journal
  • Amani Abu Jabal (Purdue)
  • Maryam Davari (Purdue)
  • Elisa Bertino (Purdue)
  • Christian Makaya (IBM US)
  • Seraphin Calo (IBM US)
  • Dinesh Verma (IBM US)
  • Alessandra Russo (Imperial)
  • Chris Williams (Dstl)
Feb-2019 ACM Computing Surveys (CSUR), 51(6), 1-35. [link] international with government
ProFact: A Provenance-based Analytics Framework for Access Control Policies


Variants: doc-4446,doc-5772
journal
  • Amani Abu Jabal (Purdue)
  • Maryam Davari (Purdue)
  • Elisa Bertino (Purdue)
  • Christian Makaya (IBM US)
  • Seraphin Calo (IBM US)
  • Dinesh Verma (IBM US)
  • Chris Williams (Dstl)
Feb-2019 IEEE Transactions on Services Computing [link] international with government
Browser-Based Deep Behavioral Detection of Web Cryptomining with CoinSpy external conference
  • Ramya Raghavendra (IBM US)
Feb-2019 26th Annual Network and Distributed System Security Symposium 2019 single institute
Physics-Inspired Placement of Analytics Services on Heterogeneous Resources for Multisensor Fusion external conference
  • Brent Kraczek (ARL)
  • Prithwish Basu (BBN)
  • Theodoros Salonidis (IBM US)
  • Ali Sydney (BBN)
  • Tom La Porta (PSU)
  • Bongjun Ko (IBM US)
  • Kevin Chan (ARL)
Feb-2019 NATO STO 2019 collaborative with government
Representing and Learning Grammars in Answer Set Programming


Variants: doc-2854
external conference
  • Mark Law (Imperial)
  • Alessandra Russo (Imperial)
  • Elisa Bertino (Purdue)
  • Krysia Broda (Imperial)
  • Jorge Lobo
Jan-2019 The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19) international
Probabilistic Logic Programming with Beta-Distributed Random Variables


Variants: doc-4380
external conference
  • Federico Cerutti (Cardiff)
  • Lance Kaplan (ARL)
  • Angelika Kimmig (Cardiff)
  • Murat Sensoy
Jan-2019 The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19) international with government
Fair Transfer Learning with Missing Protected Attributes external conference
  • Amanda Coston (IBM US)
  • Karthikeyan Ramamurthy (IBM US)
  • Dennis Wei (IBM US)
  • Kush Varshney (IBM US)
  • Skyler Speakman
  • Zairah Mustahsan (IBM US)
  • Supriyo Chakraborty (IBM US)
Jan-2019 AAAI/ACM Conference on Artificial Intelligence, Ethics and Society collaborative
Optimizing in the Dark: Learning an Optimal Solution Through a Simple Request Interface


Variants: doc-6006
external conference
  • Qiao Xiang (Yale)
  • Haitao Yu
  • James Aspnes (Yale)
  • Franck Le (IBM US)
  • Linghe Kong
  • Richard Yang (Yale)
Jan-2019 The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19) collaborative
Dynamic Patterns of Terrorist Networks: Efficiency and Security in the Evolution of Eleven Islamic Extremist Attack Networks


Variants: doc-4464
journal
  • Cassie McMillan (PSU)
  • Diane Felmlee (PSU)
  • Dave Braines (IBM UK)
Jan-2019 Journal of Quantitative Criminology (JOQC) [link] international
Location, Location, Location: Understanding Patterns of Terrorism in India (2007-2017) Using Artificial Intelligence Machine Learning


Variants: doc-4002
journal
  • Dinesh Verma (IBM US)
  • Rithvik Yarlagadda (PSU)
  • Scott Sigmund Gartner (PSU)
  • Diane Felmlee (PSU)
Jan-2019 The International Journal of Technology, Knowledge, and Society [link] collaborative
Evidential Deep Learning to Quantify Classification Uncertainty external conference
  • Murat Sensoy
  • Lance Kaplan (ARL)
  • Melih Kandemir
Dec-2018 Neural Information Processing Systems (NeurIPS) 2018 collaborative with government
Learning to Simplify Distributed Systems Management external conference
  • Christopher Streifer
  • Ramya Raghavendra (IBM US)
  • Theophilus Benson
  • Mudhakar Srivatsa (IBM US)
Dec-2018 IEEE Big Data 2018 collaborative
Optimal Energy Tradeoff among Communication, Computation and Caching with QoI-Guarantee


Variants: doc-4711
external conference
  • Faheem Zafari (Imperial)
  • Jian Li (UMass)
  • Kin Leung (Imperial)
  • Don Towsley (UMass)
  • Ananthram Swami (ARL)
Dec-2018 IEEE Global Communications Conference 2018 international with government
A Tool to Highlight Weaknesses and Strengthen Cases: CISpaces.org external conference
  • Federico Cerutti (Cardiff)
  • Tim Norman (Southampton)
  • Alice Toniolo
Dec-2018 Jurix 2018 collaborative
Model Poisoning Attacks in Federated Learning external conference
  • Arjun Nitin Bhagoji (IBM US)
  • Supriyo Chakraborty (IBM US)
  • Prateek Mittal
  • Seraphin Calo (IBM US)
Dec-2018 Neural Information Processing Systems (NeurIPS) 2018 collaborative
Learning Light-Weight Edge-Deployable Privacy Models external conference
  • Yeon-Sup Lim (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Supriyo Chakraborty (IBM US)
  • Ian Taylor (Cardiff)
Dec-2018 IEEE Big Data 2018 international
Generating Natural Language Adversarial Examples external conference
  • Moustafa Alzantot (UCLA)
  • Yash Sharma
  • Ahmed Elgohary
  • Bo-Jhang Ho (UCLA)
  • Mani Srivastava (UCLA)
  • Kai-Wei Chang (UCLA)
Nov-2018 EMNLP 2018 collaborative
A Game-Theoretic Approach to Multi-Objective Resource Sharing and Allocation in Mobile Edge Clouds external conference
  • Faheem Zafari (Imperial)
  • Jian Li (UMass)
  • Kin Leung (Imperial)
  • Don Towsley (UMass)
  • Ananthram Swami (ARL)
Nov-2018 ACM Mobicom 2018 workshop on Technologies for the Wireless Edge international with government
A General Approach to Reasoning with Probabilities


Variants: doc-3595
external conference
  • Federico Cerutti (Cardiff)
  • Matthias Thimm
Nov-2018 16th International Conference on Principles of Knowledge Representation and Reasoning collaborative
Dynamic Distributed Orchestration of Node-RED IOT Workflows Using a Vector Symbolic Architecture external conference
  • Chris Simpkin (Cardiff)
  • Ian Taylor (Cardiff)
  • Dan Harborne (Cardiff)
  • Graham Bent (IBM UK)
  • Alun Preece (Cardiff)
  • Raghu Ganti (IBM US)
Nov-2018 WORKS 2018: 13th Workshop on Workflows in Support of Large-Scale international
SCOPE: Sensemaking in Cyber Social Spaces external conference
  • Soheil Eshghi (Yale)
  • Geeth de Mel (IBM UK)
  • Sukankana Chakraborty (Southampton)
  • Valerio Restocchi (Southampton)
  • Sebastian Stein (Southampton)
  • Gavin Pearson (Dstl)
  • Tien Pham (ARL)
Nov-2018 NATO SET-262, Budapest, 5-6 Nov 2018 international with government
Multimodal Explanations for AI-based Multisensor Fusion external conference
  • Dave Braines (IBM UK)
  • Alun Preece (Cardiff)
  • Dan Harborne (Cardiff)
Nov-2018 NATO SET-262, Budapest, 5-6 Nov 2018 collaborative
Fine-Grained, Multi-Domain Network Resource Abstraction as a Fundamental Primitive to Enable High-Performance, Collaborative Data Sciences


Variants: doc-2822
external conference
  • Qiao Xiang (Yale)
  • Jensen Zhang
  • X. Tony Wang (Yale)
  • Y. Jace Liu
  • Chin Guok
  • Franck Le (IBM US)
  • John MacAuley
  • Harvey Newman
  • Richard Yang (Yale)
Nov-2018 SC18: International Conference for High Performance Computing, Networking, Storage and Analysis collaborative
Sentio: Driver-in-the-Loop Forward Collision Warning Using Multisample Reinforcement Learning external conference
  • Salma Elmalaki (UCLA)
  • Huey-Ru Tsai (UCLA)
  • Mani Srivastava (UCLA)
Nov-2018 16th ACM Conference on Embedded Networked Sensor Systems single institute
Achieving Pareto-Optimal MI-Based Privacy-Utility Tradeoffs Under Full Data journal
  • Matthew Johnson
  • Liang Zhao
  • Supriyo Chakraborty (IBM US)
Oct-2018 IEEE Journal of Selected Topics in Signal Processing ( Volume: 12 , Issue: 5, Oct. 2018 ) [link] collaborative
On the Design of Resource Allocation Algorithms for Low-Latency Video Analytics


Variants: doc-5780
external conference
  • Victor Valls (Yale)
  • Heesung Kwon (ARL)
  • Tom La Porta (PSU)
  • Sebastian Stein (Southampton)
  • Leandros Tassiulas (Yale)
Oct-2018 IEEE Military Communications Conference (MILCOM) 2018 international with government
Provisioning Robust and Interpretable AI/ML-based Service Bundles external conference
  • Alun Preece (Cardiff)
  • Dan Harborne (Cardiff)
  • Ramya Raghavendra (IBM US)
  • Richard Tomsett (IBM UK)
  • Dave Braines (IBM UK)
Oct-2018 IEEE Military Communications Conference (MILCOM) 2018 international
SDN Controller Placement with Delay-Overhead Balancing in Wireless Edge Networks journal
  • Qiaofeng Qin (Yale)
  • Konstantinos Poularakis (Yale)
  • George Iosifidis
  • Sastry Kompella
  • Leandros Tassiulas (Yale)
Oct-2018 IEEE Transactions on Network and Service Management ( Early Access ) [link] collaborative with government
Unsupervised estimation of domain applicability of models


Variants: doc-5784
external conference
  • Nirmit Desai (IBM US)
  • Raghu Ganti (IBM US)
  • Heesung Kwon (ARL)
  • Ian Taylor (Cardiff)
  • Mudhakar Srivatsa (IBM US)
Oct-2018 IEEE Military Communications Conference (MILCOM) 2018 international with government
Learning Service Semantics for Self-organization in Distributed Environments: Concepts and Research Directions external conference
  • Graham Bent (IBM UK)
  • Geeth de Mel (IBM UK)
  • Raghu Ganti (IBM US)
  • Tom La Porta (PSU)
  • Gavin Pearson (Dstl)
  • Tien Pham (ARL)
  • Sebastian Stein (Southampton)
  • Leandros Tassiulas (Yale)
  • Ian Taylor (Cardiff)
Oct-2018 IEEE Military Communications Conference (MILCOM) 2018 international with government
Image Classification on the Edge for Fast Multi-Camera Object Tracking


Variants: doc-5782
external conference
  • Nick Nordlund (Yale)
  • Heesung Kwon (ARL)
  • Geeth de Mel (IBM UK)
  • Leandros Tassiulas (Yale)
Oct-2018 IEEE Military Communications Conference (MILCOM) 2018 international with government
Hows and Whys of Artificial Intelligence for Public Sector Decisions: Explanation and Evaluation external conference
  • Alun Preece (Cardiff)
  • Rob Ashelford (Cardiff)
  • Harry Armstrong
  • Dave Braines (IBM UK)
Oct-2018 AAAI Fall Symposium: AI in Government & Public Sector collaborative
Stakeholders in Explainable AI external conference
  • Alun Preece (Cardiff)
  • Dan Harborne (Cardiff)
  • Dave Braines (IBM UK)
  • Richard Tomsett (IBM UK)
  • Supriyo Chakraborty (IBM US)
Oct-2018 AAAI Fall Symposium: AI in Government & Public Sector international
OpenSDC: A Novel, Generic Datapath for Software Defined Coalitions external conference
  • Qiao Xiang (Yale)
  • Franck Le (IBM US)
  • Yeon-Sup Lim (IBM US)
  • Vinod Mishra (ARL)
  • Chris Williams (Dstl)
  • Richard Yang (Yale)
  • Hongwei Zhang
Oct-2018 IEEE Military Communications Conference (MILCOM) 2018 international with government
Decentralized Public Key Infrastructure for Internet-of-Things external conference
  • Jongho Won (Purdue)
  • Ankush Singla (Purdue)
  • Elisa Bertino (Purdue)
  • Greg Bollella
Oct-2018 IEEE Military Communications Conference (MILCOM) 2018 collaborative
Effects of Time Horizons on Influence Maximization in the Voter Dynamics journal
  • Markus Brede (Southampton)
  • Valerio Restocchi (Southampton)
  • Sebastian Stein (Southampton)
Oct-2018 Journal of Complex Networks, cny027, https://doi.org/10.1093/comnet/cny027 [link] single institute
Uncertainty Aware AI ML: Why and How external conference
  • Lance Kaplan (ARL)
  • Federico Cerutti (Cardiff)
  • Murat Sensoy
  • Alun Preece (Cardiff)
  • Paul Sullivan (ARL)
Oct-2018 AAAI Fall Symposium 2018 international with government
A Systems Approach to Achieving the Benefits of Artificial Intelligence in UK Defence external conference
  • Gavin Pearson (Dstl)
  • Phil Jolley (IBM UK)
  • Geraint Evans
Oct-2018 AAAI fall symposium, 2018 collaborative with government
Flexible SDN control in tactical ad hoc networks


Variants: doc-3197
journal
  • Konstantinos Poularakis (Yale)
  • Qiaofeng Qin (Yale)
  • Erich Nahum (IBM US)
  • Miguel Rio (UCL)
  • Leandros Tassiulas (Yale)
Oct-2018 Elsevier Ad Hoc Networks Journal [link] international
Probabilistic Augmentations for Knowledge Representation Formalisms external conference
  • Federico Cerutti (Cardiff)
  • Matthias Thimm
Oct-2018 Workshop on Hybrid Reasoning and Learning (HRL 2018) @ KR 2018 collaborative
Federated AI for building AI Solutions across Multiple Agencies external conference
  • Dinesh Verma (IBM US)
  • Simon Julier (UCL)
  • Greg Cirincione (ARL)
Oct-2018 AAAI FSS-18 Conference international with government
Deep Convolutional Bidirectional LSTM Based Transportation Mode Recognition external conference
  • Jeya Vikranth Jeyakumar (UCLA)
  • Eun Sun Lee (UCLA)
  • Zhengxu Xia (UCLA)
  • Sandeep Singh Sandha (UCLA)
  • Nathan Tausik
  • Mani Srivastava (UCLA)
Oct-2018 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers collaborative
MaxHedge: Maximising a Maximum Online with Theoretical Performance Guarantees tech report
  • Stephen Pasteris (UCL)
  • Fabio Vitale
  • Kevin Chan (ARL)
  • Shiqiang Wang (IBM US)
Oct-2018 [link] international with government
Indirect Reciprocity and the Evolution of Prejudicial Groups


Variants: doc-4384
journal
  • Roger Whitaker (Cardiff)
  • Gualtiero Colombo (Cardiff)
  • David Rand (Yale)
Sep-2018 Nature, Scientific Reports volume 8, Article number: 13247 (2018) [link] international
Network Classification in Temporal Networks Using Motifs external conference
  • Kun Tu (UMass)
  • Jian Li (UMass)
  • Don Towsley (UMass)
  • Dave Braines (IBM UK)
  • Liam Turner (Cardiff)
Sep-2018 3rd ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data international
On the Convergence of the TTL Approximation for an LRU Cache under Independent Stationary Request Processes journal
  • Bo Jiang (UMass)
  • Philippe Nain
  • Don Towsley (UMass)
Sep-2018 ACM ToMPECS [link] collaborative
AGENP: An ASGrammar-based GENerative Policy Framework


Variants: doc-5802
external conference
  • Seraphin Calo (IBM US)
  • Irene Manatos (IBM US)
  • Dinesh Verma (IBM US)
  • Mark Law (Imperial)
  • Elisa Bertino (Purdue)
  • Alessandra Russo (Imperial)
Sep-2018 2nd International Workshop on Policy-based Autonomic Data Governance (PADG 2018) international
Value of Information: Quantification and Application to Coalition Machine Learning external conference
  • Gavin Pearson (Dstl)
  • Dinesh Verma (IBM US)
  • Geeth de Mel (IBM UK)
Sep-2018 2nd International Workshop on Policy-based Autonomic Data Governance (PADG 2018) international with government
Can N-version Decision-Making Prevent the Rebirth of HAL 9000 in Military Camo? external conference
  • Sorin Adam Matei (Purdue)
  • Elisa Bertino (Purdue)
Sep-2018 2nd International Workshop on Policy-based Autonomic Data Governance (PADG 2018) single institute
Self Generating Policies for Training Data Curation in Coalition Environments external conference
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Shalisa Witherspoon (IBM US)
  • Irene Manatos (IBM US)
  • Elisa Bertino (Purdue)
  • Amani Abu Jabal (Purdue)
  • Geeth de Mel (IBM UK)
  • Greg Cirincione (ARL)
  • Ananthram Swami (ARL)
Sep-2018 2nd International Workshop on Policy-based Autonomic Data Governance (PADG 2018) international with government
Probabilistic Graded Semantics external conference
  • Matthias Thimm
  • Federico Cerutti (Cardiff)
  • Tjitze Rienstra
Sep-2018 COMMA 2018: 7th International Conference on Computational Models of Argument, Warsaw, Poland, 12-14 September 2018. collaborative
CISpaces.org: from Fact Extraction to Report generation external conference
  • Federico Cerutti (Cardiff)
  • Tim Norman (Southampton)
  • Alice Toniolo
  • Stuart Middleton (Southampton)
Sep-2018 COMMA 2018: 7th International Conference on Computational Models of Argument, Warsaw, Poland, 12-14 September 2018. collaborative
Routing Performance in Distributed SDN under Synchronization Constraint internal conference
  • Ziyao Zhang (Imperial)
  • Qiaofeng Qin (Yale)
  • Liang Ma (IBM US)
  • Konstantinos Poularakis (Yale)
  • Franck Le (IBM US)
  • Kin Leung (Imperial)
  • Sastry Kompella
  • Leandros Tassiulas (Yale)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
Representing and Learning Grammars in Answer Set Programming


Variants: doc-3575
internal conference
  • Mark Law (Imperial)
  • Alessandra Russo (Imperial)
  • Elisa Bertino (Purdue)
  • Krysia Broda (Imperial)
  • Jorge Lobo
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
Security Issues for Distributed Fusion in Coalition Environments


Variants: doc-2694
internal conference
  • Dinesh Verma (IBM US)
  • Elisa Bertino (Purdue)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 collaborative
Classifying Types of Network Communities Using Motifs external conference
  • Kun Tu (UMass)
  • Jian Li (UMass)
  • Don Towsley (UMass)
  • Dave Braines (IBM UK)
  • Liam Turner (Cardiff)
Sep-2018 Machine Learning, Data Analytics and Modeling - DATAM18 at CCS18, Thessaloniki, Greece, 23-28 September 2018. international
An Analysis of Reliability Using LIME with Deep Learning Models


Variants: doc-3605
internal conference
  • Mitchell Stiffler
  • Adam Hudler
  • Eunjin Lee (IBM UK)
  • Dave Braines (IBM UK)
  • David Mott (IBM UK)
  • Dan Harborne (Cardiff)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
Efficient Service Placement in Software-Defined Networks using Reinforcement Learning internal conference
  • Ziyao Zhang (Imperial)
  • Liang Ma (IBM US)
  • Kin Leung (Imperial)
  • Leandros Tassiulas (Yale)
  • Jeremy Tucker (Dstl)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
Enabling Collaboration Across the DAIS ITA Research Program internal conference
  • Graham White (IBM UK)
  • Simon Pierson (Dstl)
  • Maroun Touma (IBM US)
  • Tien Pham (ARL)
  • Dave Braines (IBM UK)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
Dynamic competitive opinion control: theory, simulations, and experiments external conference
  • Markus Brede (Southampton)
  • Alberto Antonioni (UCL)
  • Soheil Eshghi (Yale)
  • Valerio Restocchi (Southampton)
  • Sebastian Stein (Southampton)
Sep-2018 Computational Social Science: from socio-physics to data-driven research on social complexity international
Influence maximisation in real-world social networks external conference
  • Valerio Restocchi (Southampton)
  • Soheil Eshghi (Yale)
  • Setareh Maghsudi (Yale)
  • Leandros Tassiulas (Yale)
  • Sebastian Stein (Southampton)
Sep-2018 Op-La-Dyn Understanding Opinion and Language Dynamics using massive data international
Policy Support for Autonomous Swarms of Drones


Variants: doc-5775
external conference
  • Alan Cullen (BAE)
  • Erisa Karafili (Imperial)
  • Alan Pilgrim (BAE)
  • Chris Williams (Dstl)
  • Emil Lupu (Imperial)
Sep-2018 1st International Workshop on Emerging Technologies for Authorization and Authentication (2018) collaborative with government
Self Generation of Policies for Training Data Curation demo
  • Amani Abu Jabal (Purdue)
  • Shonda Witherspoon (IBM US)
  • Irene Manatos (IBM US)
  • Elisa Bertino (Purdue)
  • Seraphin Calo (IBM US)
  • Supriyo Chakraborty (IBM US)
  • Dinesh Verma (IBM US)
  • Greg Cirincione (ARL)
  • Ananthram Swami (ARL)
  • Geeth de Mel (IBM UK)
  • Gavin Pearson (Dstl)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
Exploration of the Effect of Task and User Role on the Evaluation of Interpretability Techniques demo
  • Dan Harborne (Cardiff)
  • Alun Preece (Cardiff)
  • Harrison Taylor (Cardiff)
  • Liam Hiley (Cardiff)
  • Chris Willis (BAE)
  • Dave Braines (IBM UK)
  • Richard Tomsett (IBM UK)
  • Supriyo Chakraborty (IBM US)
  • Simon Julier (UCL)
  • Amy Widdicombe (UCL)
  • Moustafa Alzantot (UCLA)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
Coalition Situational Understanding Facilitated By Vector Symbolic Architecture demo
  • Dan Harborne (Cardiff)
  • Alun Preece (Cardiff)
  • Chris Simpkin (Cardiff)
  • Ian Taylor (Cardiff)
  • Graham Bent (IBM UK)
  • Richard Tomsett (IBM UK)
  • Moustafa Alzantot (UCLA)
  • Chris Willis (BAE)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
Optimized SDN Controller Placement Strategy in Edge Networks demo
  • Qiaofeng Qin (Yale)
  • Konstantinos Poularakis (Yale)
  • Sastry Kompella
  • Leandros Tassiulas (Yale)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 collaborative with government
Evaluating Competitive Influence Maximisation Strategies Using an Online Game demo
  • Valerio Restocchi (Southampton)
  • Sebastian Stein (Southampton)
  • Markus Brede (Southampton)
  • Soheil Eshghi (Yale)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
Merging Models Across Coalition Edge Devices using Generative Policy demo
  • Keith Grueneberg (IBM US)
  • Bongjun Ko (IBM US)
  • Irene Manatos (IBM US)
  • Shalisa Witherspoon (IBM US)
  • Supriyo Chakraborty (IBM US)
  • Shiqiang Wang (IBM US)
  • Simon Julier (UCL)
  • Stephen Pasteris (UCL)
  • Elisa Bertino (Purdue)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
Distributed Resource Allocation, An Experimentation and Demonstration Framework for Algorithm Evaluation demo
  • Andreas Martens (IBM UK)
  • Dave Conway-Jones (IBM UK)
  • Shiqiang Wang (IBM US)
  • Faheem Zafari (Imperial)
  • Konstantinos Poularakis (Yale)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
Understanding motifs in complex graphs demo
  • Dave Braines (IBM UK)
  • Roger Whitaker (Cardiff)
  • Liam Turner (Cardiff)
  • Malgorzata Turalska (ARL)
  • Diane Felmlee (PSU)
  • Cassie McMillan (PSU)
  • Don Towsley (UMass)
  • Jian Li (UMass)
  • Kun Tu (UMass)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
Understanding intolerance, conviction and extremism: interpreting an evolutionary model demo
  • Liam Turner (Cardiff)
  • Gualtiero Colombo (Cardiff)
  • Roger Whitaker (Cardiff)
  • Anelia Kurteva (Cardiff)
  • Rhodri Morris (Cardiff)
  • Rachel Bellamy (IBM US)
  • Cheryl Giammanco (ARL)
  • Grace-Rose Williams (Dstl)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
Unsupervised detection of anomalous model inputs at and emergence of new classes at the edge demo
  • Nirmit Desai (IBM US)
  • Raghu Ganti (IBM US)
  • Heesung Kwon (ARL)
  • Ian Taylor (Cardiff)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
Learning and Reasoning in Complex Coalition Information Environments: a Critical Analysis


Variants: doc-2685
internal conference
  • Federico Cerutti (Cardiff)
  • Moustafa Alzantot (UCLA)
  • Tianwei Xing (UCLA)
  • Dan Harborne (Cardiff)
  • Jon Bakdash (ARL)
  • Dave Braines (IBM UK)
  • Supriyo Chakraborty (IBM US)
  • Lance Kaplan (ARL)
  • Angelika Kimmig (Cardiff)
  • Alun Preece (Cardiff)
  • Ramya Raghavendra (IBM US)
  • Mani Srivastava (UCLA)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
On Adversarial Examples and Model Interpretability internal conference
  • Supriyo Chakraborty (IBM US)
  • Moustafa Alzantot (UCLA)
  • Dan Harborne (Cardiff)
  • Amy Widdicombe (UCL)
  • Richard Tomsett (IBM UK)
  • Chris Willis (BAE)
  • Prudhvi Gurram (ARL)
  • Raghuveer Rao (ARL)
  • Simon Julier (UCL)
  • Mani Srivastava (UCLA)
  • Alun Preece (Cardiff)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
Social Network Motifs: A Comparison of Building Blocks across Multiple Social Networks


Variants: doc-4499
internal conference
  • Diane Felmlee (PSU)
  • Cassie McMillan (PSU)
  • Don Towsley (UMass)
  • Roger Whitaker (Cardiff)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
Network Cache Design under Stationary Requests: Exact Analysis and Poisson Approximation external conference
  • Nitish Panigrahy (UMass)
  • Jian Li (UMass)
  • Don Towsley (UMass)
  • Christopher Hollot (UMass)
Sep-2018 6th IEEE International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems 2018 single institute
Looking Glass of NFV: Inferring the Structure and State of NFV Network from External Observations


Variants: doc-3576
internal conference
  • Yilei Lin (PSU)
  • Ting He (PSU)
  • Shiqiang Wang (IBM US)
  • Kevin Chan (ARL)
  • Stephen Pasteris (UCL)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
ProFact: A Provenance-based Analytics Framework for Access Control Policies


Variants: doc-3887,doc-4446
internal conference
  • Amani Abu Jabal (Purdue)
  • Maryam Davari (Purdue)
  • Elisa Bertino (Purdue)
  • Christian Makaya (IBM US)
  • Seraphin Calo (IBM US)
  • Dinesh Verma (IBM US)
  • Chris Williams (Dstl)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
A Policy System for Control of Data Fusion Processes and Derived Data


Variants: doc-4264
internal conference
  • Elisa Bertino (Purdue)
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 collaborative
Self-Generation of Access Control Policies


Variants: doc-2677
internal conference
  • Seraphin Calo (IBM US)
  • Dinesh Verma (IBM US)
  • Supriyo Chakraborty (IBM US)
  • Elisa Bertino (Purdue)
  • Emil Lupu (Imperial)
  • Greg Cirincione (ARL)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
Policy Support for Autonomous Swarms of Drones


Variants: doc-3162
internal conference
  • Alan Cullen (BAE)
  • Erisa Karafili (Imperial)
  • Alan Pilgrim (BAE)
  • Chris Williams (Dstl)
  • Emil Lupu (Imperial)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 collaborative with government
Joint Data Compression and Caching: Approaching Optimality with Guarantees


Variants: doc-2650
internal conference
  • Jian Li (UMass)
  • Faheem Zafari (Imperial)
  • Don Towsley (UMass)
  • Kin Leung (Imperial)
  • Ananthram Swami (ARL)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
Service Placement with Provable Guarantees in Heterogeneous Edge Computing Systems


Variants: doc-3577
internal conference
  • Stephen Pasteris (UCL)
  • Shiqiang Wang (IBM US)
  • Mark Herbster (UCL)
  • Ting He (PSU)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
SDN Controller Placement at the Edge: Optimizing Delay and Overheads


Variants: doc-2477
internal conference
  • Qiaofeng Qin (Yale)
  • Konstantinos Poularakis (Yale)
  • George Iosifidis
  • Leandros Tassiulas (Yale)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 collaborative
Service Placement and Request Scheduling for Data-intensive Applications in Edge Clouds


Variants: doc-3578,doc-5834
internal conference
  • Vajiheh Farhadi (PSU)
  • Fidan Mehmeti (PSU)
  • Ting He (PSU)
  • Tom La Porta (PSU)
  • Hana Khamfroush (PSU)
  • Shiqiang Wang (IBM US)
  • Kevin Chan (ARL)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 collaborative with government
On the Design of Resource Allocation Algorithms for Low-Latency Video Analytics


Variants: doc-2976
internal conference
  • Victor Valls (Yale)
  • Heesung Kwon (ARL)
  • Tom La Porta (PSU)
  • Sebastian Stein (Southampton)
  • Leandros Tassiulas (Yale)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
Online Mechanism Design using Reinforcement Learning for Cloud Resource Allocation


Variants: doc-2726
internal conference
  • Mateusz Ochal (Southampton)
  • Sebastian Stein (Southampton)
  • Fan Bi (Southampton)
  • Matthew Cook (Southampton)
  • Enrico Gerding (Southampton)
  • Ting He (PSU)
  • Tom La Porta (PSU)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
Image Classification on the Edge for Fast Multi-Camera Object Tracking


Variants: doc-2996
internal conference
  • Nick Nordlund (Yale)
  • Geeth de Mel (IBM UK)
  • Heesung Kwon (ARL)
  • Leandros Tassiulas (Yale)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
Doc2Img: A New Approach to Vectorization of Documents


Variants: doc-2681
internal conference
  • ShreeRanjani SrirangamSridharan (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Raghu Ganti (IBM US)
  • Chris Simpkin (Cardiff)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
Unsupervised estimation of domain applicability of models


Variants: doc-2992
internal conference
  • Nirmit Desai (IBM US)
  • Raghu Ganti (IBM US)
  • Heesung Kwon (ARL)
  • Ian Taylor (Cardiff)
  • Mudhakar Srivatsa (IBM US)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
Supporting Scientific Enquiry with Uncertain Sources


Variants: doc-2691
internal conference
  • Federico Cerutti (Cardiff)
  • Gavin Pearson (Dstl)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 collaborative with government
Human-in-the-Loop Situational Understanding using Subjective Bayesian Networks: Experimental Results


Variants: doc-2209
internal conference
  • Dave Braines (IBM UK)
  • Anna Thomas (IBM UK)
  • Lance Kaplan (ARL)
  • Murat Sensoy
  • Jon Bakdash (ARL)
  • Magdalena Ivanovska
  • Alun Preece (Cardiff)
  • Federico Cerutti (Cardiff)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
Implication of the Independence Assumption for Trust Estimation over Dependent Propositions


Variants: doc-2692
internal conference
  • Lance Kaplan (ARL)
  • Murat Sensoy
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 collaborative with government
Interpretable to Whom? A Role-based Model for Analyzing Interpretable Machine Learning Systems


Variants: doc-2722
internal conference
  • Richard Tomsett (IBM UK)
  • Dave Braines (IBM UK)
  • Dan Harborne (Cardiff)
  • Alun Preece (Cardiff)
  • Supriyo Chakraborty (IBM US)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
GenAttack: Practical Black-box Attacks with Gradient-Free Optimization


Variants: doc-4070
internal conference
  • Moustafa Alzantot (UCLA)
  • Yash Sharma
  • Supriyo Chakraborty (IBM US)
  • Mani Srivastava (UCLA)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 collaborative
Policy discovery and modelling in social groups internal conference
  • Geeth de Mel (IBM UK)
  • Soheil Eshghi (Yale)
  • Gavin Pearson (Dstl)
  • Sukankana Chakraborty (Southampton)
  • Tien Pham (ARL)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
The role of motifs in understanding behavior in social and engineered networks


Variants: doc-2309
internal conference
  • Dave Braines (IBM UK)
  • Diane Felmlee (PSU)
  • Don Towsley (UMass)
  • Kun Tu (UMass)
  • Roger Whitaker (Cardiff)
  • Liam Turner (Cardiff)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
gl2vec: Learning Feature Representation Using Graphlets for Directed Networks


Variants: doc-4826,doc-5841
internal conference
  • Kun Tu (UMass)
  • Jian Li (UMass)
  • Don Towsley (UMass)
  • Dave Braines (IBM UK)
  • Liam Turner (Cardiff)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
Learning the Optimal Synchronization Rates in Distributed SDN Control Architectures


Variants: doc-3579,doc-4367
internal conference
  • Konstantinos Poularakis (Yale)
  • Qiaofeng Qin (Yale)
  • Liang Ma (IBM US)
  • Sastry Kompella
  • Kin Leung (Imperial)
  • Leandros Tassiulas (Yale)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
AGENP: An ASGrammar-based GENerative Policy Framework


Variants: doc-2802
internal conference
  • Seraphin Calo (IBM US)
  • Irene Manatos (IBM US)
  • Dinesh Verma (IBM US)
  • Elisa Bertino (Purdue)
  • Mark Law (Imperial)
  • Alessandra Russo (Imperial)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
Capacity of Distributed SDC Resources internal conference
  • Pengchao Han (Imperial)
  • Shiqiang Wang (IBM US)
  • Kin Leung (Imperial)
  • Kevin Chan (ARL)
  • Don Towsley (UMass)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
A Universally Good Coreset for Distributed Machine Learning internal conference
  • Hanlin Lu (PSU)
  • Ming-Ju Li (PSU)
  • Ting He (PSU)
  • Shiqiang Wang (IBM US)
  • Vijaykrishnan Narayanan (PSU)
  • Kevin Chan (ARL)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 collaborative with government
A queueing-theoretic model for resource allocation in one-dimensional distributed analytics network


Variants: doc-2770
internal conference
  • Nitish Panigrahy (UMass)
  • Prithwish Basu (BBN)
  • Don Towsley (UMass)
  • Ananthram Swami (ARL)
  • Kevin Chan (ARL)
  • Kin Leung (Imperial)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
Adaptive Routing of Requests to Distributed Analytics Models demo
  • Shiqiang Wang (IBM US)
  • Dave Conway-Jones (IBM UK)
  • Stephen Pasteris (UCL)
  • Kevin Chan (ARL)
  • Mark Herbster (UCL)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
Application of Generative Policy to Software Defined Slices internal conference
  • John Ingham (Dstl)
  • Chris Williams (Dstl)
  • Graham White (IBM UK)
  • Alan Pilgrim (BAE)
  • Elisa Bertino (Purdue)
  • Dinesh Verma (IBM US)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international with government
High-level, Unified SDC Programming with Automatic, Consistent, Fast Updates internal conference
  • Taishi Nojima (Yale)
  • Franck Le (IBM US)
  • Qiao Xiang (Yale)
  • Geng Li (Yale)
  • Richard Yang (Yale)
  • Vinod Mishra (ARL)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 collaborative with government
Efficient Inference of Spatial and Temporal Conditions of Large Distributed Networks


Variants: doc-4125
internal conference
  • Tiffany Tuor (Imperial)
  • Shiqiang Wang (IBM US)
  • Kin Leung (Imperial)
  • Bongjun Ko (IBM US)
Sep-2018 2nd Annual Fall Meeting of the DAIS ITA, 2018 international
Uncertainty-aware Artificial Intelligence for More Effective Decision Making external conference
  • Lance Kaplan (ARL)
  • Jin-Hee Cho
  • Murat Sensoy
  • Feng Chen
  • Paul Sullivan (ARL)
Aug-2018 Army Science & Technology Symposium & Showcase collaborative with government
SFP: Toward Interdomain Routing for SDN Networks poster
  • Qiao Xiang (Yale)
  • Chin Guok
  • Franck Le (IBM US)
  • John MacAuley
  • Harvey Newman
Aug-2018 SIGCOMM18 Proceedings of the ACM SIGCOMM 2018 Conference on Posters and Demos Pages 87-89 collaborative
Trident: Toward a Unified SDN Programming Framework with Automatic Updates external conference
  • Kai Gao
  • Taishi Nojima (Yale)
  • Richard Yang (Yale)
Aug-2018 SIGCOMM '18, August 20–25, 2018, Budapest, Hungary collaborative
Fine-Grained, Multi-Domain Network Resource Abstraction as a Fundamental Primitive to Enable High-Performance, Collaborative Data Sciences


Variants: doc-4064
poster
  • Qiao Xiang (Yale)
  • Jingxuan Zhang
  • X. Tony Wang (Yale)
  • Y. Jace Liu
  • Chin Guok
  • Franck Le (IBM US)
  • John MacAuley
  • Harvey Newman
  • Richard Yang (Yale)
Aug-2018 SIGCOMM '18, August 20–25, 2018, Budapest, Hungary collaborative
Practical adversarial attacks against challenging models environments invited talk
  • Moustafa Alzantot (UCLA)
  • Yash Sharma
Aug-2018 collaborative
SpiLinC: Spiking Liquid-Ensemble Computing for Unsupervised Speech and Image Recognition journal
  • Gopalakrishnan Srinivasan (Purdue)
  • Priyadarshini Panda (Purdue)
  • Kaushik Roy (Purdue)
Aug-2018 Front. Neurosci., 23 August 2018 | https://doi.org/10.3389/fnins.2018.00524 [link] single institute
Social Network Motifs: A Comparison of Building Blocks across Multiple Social Networks


Variants: doc-4497
external conference
  • Diane Felmlee (PSU)
  • Cassie McMillan (PSU)
  • Don Towsley (UMass)
  • Roger Whitaker (Cardiff)
Aug-2018 American Sociological Association Meeting 2018 international
It's Hard to Share: Joint Service Placement and Request Scheduling in Edge Clouds with Sharable and Non-sharable Resources external conference
  • Ting He (PSU)
  • Hana Khamfroush (PSU)
  • Shiqiang Wang (IBM US)
  • Tom La Porta (PSU)
  • Sebastian Stein (Southampton)
Jul-2018 International conference on Distributed Computing Systems international
Doc2Img: A New Approach to Vectorization of Documents


Variants: doc-5783
external conference
  • ShreeRanjani SrirangamSridharan (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Raghu Ganti (IBM US)
  • Chris Simpkin (Cardiff)
Jul-2018 21st International Conference on Information Fusion international
Learning and Reasoning in Complex Coalition Information Environments: a Critical Analysis


Variants: doc-4493
external conference
  • Federico Cerutti (Cardiff)
  • Moustafa Alzantot (UCLA)
  • Tianwei Xing (UCLA)
  • Dan Harborne (Cardiff)
  • Jon Bakdash (ARL)
  • Dave Braines (IBM UK)
  • Supriyo Chakraborty (IBM US)
  • Lance Kaplan (ARL)
  • Angelika Kimmig (Cardiff)
  • Alun Preece (Cardiff)
  • Ramya Raghavendra (IBM US)
  • Mani Srivastava (UCLA)
Jul-2018 21st International Conference on Information Fusion international with government
Supporting Scientific Enquiry with Uncertain Sources


Variants: doc-5785
external conference
  • Federico Cerutti (Cardiff)
  • Gavin Pearson (Dstl)
Jul-2018 21st International Conference on Information Fusion collaborative with government
Trust Estimation of Sources Over Correlated Propositions


Variants: doc-5789
external conference
  • Lance Kaplan (ARL)
  • Murat Sensoy
Jul-2018 21st International Conference on Information Fusion collaborative with government
Security Issues for Distributed Fusion in Coalition Environments


Variants: doc-2863
external conference
  • Greg Cirincione (ARL)
  • Dinesh Verma (IBM US)
  • Elisa Bertino (Purdue)
  • Ananthram Swami (ARL)
Jul-2018 21st International Conference on Information Fusion collaborative with government
Distributed Machine Learning in Coalition Environments: Overview of Techniques external conference
  • Tiffany Tuor (Imperial)
  • Shiqiang Wang (IBM US)
  • Kin Leung (Imperial)
  • Kevin Chan (ARL)
Jul-2018 21st International Conference on Information Fusion international with government
Why the Failure? How Adversarial Examples Can Provide Insights for Interpretable Machine Learning external conference
  • Richard Tomsett (IBM UK)
  • Amy Widdicombe (UCL)
  • Tianwei Xing (UCLA)
  • Supriyo Chakraborty (IBM US)
  • Simon Julier (UCL)
  • Prudhvi Gurram (ARL)
  • Raghuveer Rao (ARL)
  • Mani Srivastava (UCLA)
Jul-2018 21st International Conference on Information Fusion international with government
How to prevent Skynet from forming (A Perspective from Policy-based Autonomic Device Management) external conference
  • Seraphin Calo (IBM US)
  • Dinesh Verma (IBM US)
  • Elisa Bertino (Purdue)
  • John Ingham (Dstl)
  • Greg Cirincione (ARL)
Jul-2018 International conference on Distributed Computing Systems international with government
DDP: Distributed Network Updates in SDN external conference
  • Geng Li (Yale)
  • Yichen Qian
  • Chenxingyu Zhao
  • Richard Yang (Yale)
  • Tong Yang
Jul-2018 International conference on Distributed Computing Systems collaborative
How Better is Distributed SDN? An Analytical Approach tech report
  • Ziyao Zhang (Imperial)
  • Liang Ma (IBM US)
  • Kin Leung (Imperial)
  • Franck Le (IBM US)
  • Sastry Kompella
  • Leandros Tassiulas (Yale)
Jul-2018 international with government
Interpretable to Whom? A Role-based Model for Analyzing Interpretable Machine Learning Systems


Variants: doc-5790
external conference
  • Richard Tomsett (IBM UK)
  • Dave Braines (IBM UK)
  • Dan Harborne (Cardiff)
  • Alun Preece (Cardiff)
  • Supriyo Chakraborty (IBM US)
Jul-2018 ICML Workshop on Human Interpretability in Machine Learning (WHI 2018) international
Q-placement: Reinforcement-Learning-Based Service Placement in Software-Defined Networks external conference
  • Ziyao Zhang (Imperial)
  • Liang Ma (IBM US)
  • Kin Leung (Imperial)
  • Leandros Tassiulas (Yale)
  • Jeremy Tucker (Dstl)
Jul-2018 International conference on Distributed Computing Systems international with government
Online Mechanism Design using Reinforcement Learning for Cloud Resource Allocation


Variants: doc-5781
external conference
  • Mateusz Ochal (Southampton)
  • Sebastian Stein (Southampton)
  • Fan Bi (Southampton)
  • Matthew Cook (Southampton)
  • Enrico Gerding (Southampton)
  • Ting He (PSU)
  • Tom La Porta (PSU)
Jul-2018 AAMAS-IJCAI Workshop on Agents & Incentives in AI (AI^3 2018) international
Mesoscopic signatures of covert groups: changes in motif composition of the Provisional Irish Republican Army from 1970 to 1989 external conference
  • Malgorzata Turalska (ARL)
  • Ananthram Swami (ARL)
Jul-2018 4th International Conference on Computational Social Science single institute with government
SDN-enabled Tactical Ad Hoc Networks: Extending Programmable Control to the Edge journal
  • Konstantinos Poularakis (Yale)
  • George Iosifidis
  • Leandros Tassiulas (Yale)
Jul-2018 IEEE Communications Magazine ( Volume: 56, Issue: 7, JULY 2018 ) [link] collaborative
Implicit Terrorist Networks: A Two-Mode Social Network Analysis of Terrorism in India external conference
  • Rithvik Yarlagadda (PSU)
  • Diane Felmlee (PSU)
  • Dinesh Verma (IBM US)
  • Scott Sigmund Gartner (PSU)
Jul-2018 SBP-BRiMS 2018: Social, Cultural, and Behavioral Modeling pp 340-347 collaborative
The Local Structure of Social Groups in Network Motifs external conference
  • Diane Felmlee (PSU)
  • Cassie McMillan (PSU)
  • Don Towsley (UMass)
  • Roger Whitaker (Cardiff)
Jul-2018 XXXVIII Sunbelt Conference, Utrecht, Netherlands, 2018. international
Conversational Control Interface to Facilitate Situational Understanding in a City Surveillance Setting external conference
  • Dan Harborne (Cardiff)
  • Dave Braines (IBM UK)
  • Alun Preece (Cardiff)
  • Rafal Rzepka
Jul-2018 LaCATODA 2018 - Linguistic and Cognitive Approaches To Dialog Agents collaborative
Swing: Swarm Computing for Mobile Sensing external conference
  • Songchun Fan
  • Theodoros Salonidis (IBM US)
  • John Duchi (Stanford)
Jul-2018 2018 IEEE 38th International Conference on Distributed Computing Systems (ICDCS) 2018 collaborative
JMS: Joint Bandwidth Allocation and Flow Assignment for Data Transfers with Multiple Sources external conference
  • Geng Li (Yale)
  • Yichen Qian
  • Lili Liu
  • Richard Yang (Yale)
Jul-2018 2018 IEEE Third International Conference on Data Science in Cyberspace (DSC) collaborative
A Policy System for Control of Data Fusion Processes and Derived Data


Variants: doc-5773
external conference
  • Elisa Bertino (Purdue)
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
Jul-2018 21st International Conference on Information Fusion collaborative
Self-Generation of Access Control Policies


Variants: doc-5774
external conference
  • Seraphin Calo (IBM US)
  • Dinesh Verma (IBM US)
  • Supriyo Chakraborty (IBM US)
  • Elisa Bertino (Purdue)
  • Emil Lupu (Imperial)
  • Greg Cirincione (ARL)
Jun-2018 ACM SACMAT 2018 international with government
The Role of Caching in Future Communication Systems and Networks journal
  • Georgios Paschos
  • George Iosifidis
  • Meixia Tao
  • Don Towsley (UMass)
  • Giuseppe Caire
Jun-2018 IEEE Journal on Selected Areas in Communications ( Volume: 36, Issue: 6, June 2018) [link] collaborative
A Scalable Vector Symbolic Architecture Approach for Decentralized Workflows

Best paper award
external conference
  • Chris Simpkin (Cardiff)
  • Ian Taylor (Cardiff)
  • Graham Bent (IBM UK)
  • Geeth de Mel (IBM UK)
  • Raghu Ganti (IBM US)
Jun-2018 COLLA 2018 international
A queueing theoretic model for resource allocation in one-dimensional distributed analytics network


Variants: doc-5808
external conference
  • Nitish Panigrahy (UMass)
  • Prithwish Basu (BBN)
  • Don Towsley (UMass)
  • Ananthram Swami (ARL)
  • Kevin Chan (ARL)
  • Kin Leung (Imperial)
Jun-2018 Workshop on MAthematical performance Modeling and Analysis (MAMA) international with government
Proactive Retention-Aware Caching with Multi-path Routing for Wireless Edge Networks journal
  • Samta Shukla
  • Onkar Bhardwaj (IBM US)
  • Alhussein Abouzeid
  • Theodoros Salonidis (IBM US)
  • Ting He (PSU)
Jun-2018 IEEE Journal on Selected Areas in Communications [link] collaborative
Frontier: Resilient Edge Processing for the Internet of Things journal
  • Dan OKeeffe (Imperial)
  • Theodoros Salonidis (IBM US)
  • Peter Pietzuch (Imperial)
Jun-2018 Proceedings of the VLDB Endowment VLDB Endowment Hompage archive Volume 11 Issue 10, June 2018 Pages 1178-1191 [link] international
Enabling Edge Devices that Learn from Each Other: Cross Modal Training for Activity Recognition external conference
  • Tianwei Xing (UCLA)
  • Sandeep Singh Sandha (UCLA)
  • Bharathan Balaji (UCLA)
  • Supriyo Chakraborty (IBM US)
  • Mani Srivastava (UCLA)
Jun-2018 EdgeSys18 Proceedings of the 1st International Workshop on Edge Systems, Analytics and Networking Pages 37-42 collaborative
RED/LED: An Asymptotically Optimal and Scalable Online Algorithm for Service Caching at the Edge journal
  • Tao Zhao
  • I-Hong Hou
  • Shiqiang Wang (IBM US)
  • Kevin Chan (ARL)
Jun-2018 IEEE Journal on Selected Areas in Communications ( Volume: 36 , Issue: 8 , Aug. 2018 ) [link] collaborative with government
Optimizing Data Analytics in Energy Constrained IoT Networks external conference
  • Apostolos Galanopoulos
  • George Iosifidis
  • Theodoros Salonidis (IBM US)
May-2018 WiOpt 2018 collaborative
Integrating Learning and Reasoning Services for Explainable Information Fusion external conference
  • Dan Harborne (Cardiff)
  • Chris Willis (BAE)
  • Richard Tomsett (IBM UK)
  • Alun Preece (Cardiff)
May-2018 ICPRAI 2018 - International Conference on Pattern Recognition and Artificial Intelligence collaborative
Optimizing Timer-based Policies for General Cache Networks tech report
  • Nitish Panigrahy (UMass)
  • Jian Li (UMass)
  • Faheem Zafari (Imperial)
  • Don Towsley (UMass)
  • Paul Yu (ARL)
May-2018 arXiv:1711.03941v2 [cs.NI] 14 May 2018 international with government
Network-based indicators of Bitcoin bubbles tech report
  • Alexandre Bovet
  • Carlo Campajola
  • Jorge Lazo
  • Francesco Mottes
  • Iacopo Pozzana
  • Valerio Restocchi (Southampton)
  • Pietro Saggese
  • Nicolo Vallarano
  • Tiziano Squartini
  • Claudio Tessone
May-2018 [link] collaborative
Dynamics of new strain emergence on a temporal network tech report
  • Sukankana Chakraborty (Southampton)
  • Xavier Hoffmann
  • Marc Leguia
  • Felix Nolet
  • Elisenda Ortiz
  • Ottavia Prunas
  • Leonardo Zavojanni
  • Eugenio Valdano
  • Chiara Poletto
May-2018 [link] collaborative
The role of motifs in understanding behavior in social and engineered networks


Variants: doc-5799
external conference
  • Dave Braines (IBM UK)
  • Diane Felmlee (PSU)
  • Don Towsley (UMass)
  • Kun Tu (UMass)
  • Roger Whitaker (Cardiff)
  • Liam Turner (Cardiff)
Apr-2018 SPIE - Defense + Commercial Sensing 2018 international
A computational framework for modelling inter-group behaviour using psychological theory external conference
  • Rachel Bellamy (IBM US)
  • Gualtiero Colombo (Cardiff)
  • Soheil Eshghi (Yale)
  • Geeth de Mel (IBM UK)
  • Cheryl Giammanco (ARL)
  • Rhodri Morris (Cardiff)
  • David Rand (Yale)
  • Liam Turner (Cardiff)
  • Roger Whitaker (Cardiff)
  • Grace-Rose Williams (Dstl)
Apr-2018 SPIE - Defense + Commercial Sensing 2018 international with government
SDN Controller Placement at the Edge: Optimizing Delay and Overheads


Variants: doc-5778
external conference
  • Qiaofeng Qin (Yale)
  • Konstantinos Poularakis (Yale)
  • George Iosifidis
  • Leandros Tassiulas (Yale)
Apr-2018 IEEE Conference on Computer Communications 2018 collaborative
Service Entity Placement for Social Virtual Reality Applications in Edge Computing external conference
  • Lin Wang
  • Lei Jiao
  • Ting He (PSU)
  • Jun Li
  • Max Muhlhauser
Apr-2018 IEEE Conference on Computer Communications 2018 collaborative
When Edge Meets Learning: Adaptive Control for Resource-Constrained Distributed Machine Learning external conference
  • Shiqiang Wang (IBM US)
  • Tiffany Tuor (Imperial)
  • Theodoros Salonidis (IBM US)
  • Kin Leung (Imperial)
  • Christian Makaya (IBM US)
  • Ting He (PSU)
  • Kevin Chan (ARL)
Apr-2018 IEEE Conference on Computer Communications 2018 international with government
Toward the First SDN Programming Capacity Theorem on Realizing High-Level Programs on Low-Level Datapaths external conference
  • Christopher Leet (Yale)
  • Xin Wang
  • Richard Yang (Yale)
  • James Aspnes (Yale)
Apr-2018 IEEE Conference on Computer Communications 2018 collaborative
DR-Cache: Distributed Resilient Caching with Latency Guarantees external conference
  • Jian Li (UMass)
  • Khoa Phan (UCL)
  • Wei Koong Chai
  • Daphne Tuncer (UCL)
  • George Pavlou (UCL)
  • David Griffin (UCL)
  • Miguel Rio (UCL)
Apr-2018 IEEE Conference on Computer Communications 2018 international
Prophet: Fast Accurate Model-based Throughput Prediction for Reactive Flow in DC Networks external conference
  • Kai Gao
  • Jingxuan Zhang
  • Richard Yang (Yale)
  • Jun Bi
Apr-2018 IEEE Conference on Computer Communications 2018 collaborative
Distributed Machine Learning at Resource-Limited Edge Nodes demo
  • Tiffany Tuor (Imperial)
  • Shiqiang Wang (IBM US)
  • Theodoros Salonidis (IBM US)
  • Bongjun Ko (IBM US)
  • Kin Leung (Imperial)
Apr-2018 IEEE Conference on Computer Communications 2018 international
Understanding information leakage of distributed inference with deep neural networks: Overview of information theoretic approach and initial results external conference
  • Tiffany Tuor (Imperial)
  • Shiqiang Wang (IBM US)
  • Kin Leung (Imperial)
  • Bongjun Ko (IBM US)
Apr-2018 SPIE - Defense + Commercial Sensing 2018 international
The Generative Policy Approach for Dynamic Collaboration in Coalition Environments external conference
  • Dinesh Verma (IBM US)
  • Elisa Bertino (Purdue)
  • Seraphin Calo (IBM US)
  • Chris Williams (Dstl)
Apr-2018 SPIE - Defense + Commercial Sensing 2018 international with government
Machine learning approaches for small data in sensor fusion applications external conference
  • Dinesh Verma (IBM US)
  • Graham Bent (IBM UK)
  • Geeth de Mel (IBM UK)
  • Chris Simpkin (Cardiff)
Apr-2018 SPIE - Defense + Commercial Sensing 2018 international
Reasoning and Learning Services for Coalition Situational Understanding external conference
  • Dan Harborne (Cardiff)
  • Ramya Raghavendra (IBM US)
  • Chris Willis (BAE)
  • Supriyo Chakraborty (IBM US)
  • Pranita Dewan (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Richard Tomsett (IBM UK)
  • Alun Preece (Cardiff)
Apr-2018 SPIE - Defense + Commercial Sensing 2018 international
When data lie: fairness and robustness in contested environments external conference
  • Ramya Raghavendra (IBM US)
  • Federico Cerutti (Cardiff)
  • Alun Preece (Cardiff)
Apr-2018 SPIE - Defense + Commercial Sensing 2018 international
Distributed analytics for audio sensing applications external conference
  • David Wood (IBM US)
  • Shiqiang Wang (IBM US)
  • Theodoros Salonidis (IBM US)
  • Dave Conway-Jones (IBM UK)
  • Bongjun Ko (IBM US)
  • Graham White (IBM UK)
Apr-2018 SPIE - Defense + Commercial Sensing 2018 international
Machine learning for dynamic resource allocation at network edge external conference
  • Bongjun Ko (IBM US)
  • Kin Leung (Imperial)
  • Theodoros Salonidis (IBM US)
Apr-2018 SPIE - Defense + Commercial Sensing 2018 international
Joint Data Compression and Caching: Approaching Optimality with Guarantees


Variants: doc-5776
journal
  • Jian Li (UMass)
  • Faheem Zafari (Imperial)
  • Don Towsley (UMass)
  • Kin Leung (Imperial)
  • Ananthram Swami (ARL)
Apr-2018 Proceedings of the 2018 ACM/SPEC International Conference on Performance Engineering Pages 229-240 [link] international with government
On Similarity Prediction and Pairwise Clustering external conference
  • Stephen Pasteris (UCL)
  • Fabio Vitale
  • Claudio Gentile
  • Mark Herbster (UCL)
Apr-2018 JMLR: Workshop and Conference Proceedings 83:1–28, 2018 29th International Conference on Algorithmic Learning Theory collaborative
Resisting Influence: How the Strength of Predispositions to Resist Control Can Change Strategies for Optimal Opinion Control in the Voter Model journal
  • Markus Brede (Southampton)
  • Valerio Restocchi (Southampton)
  • Sebastian Stein (Southampton)
Apr-2018 Front. Robot. AI, 17 April 2018 | https://doi.org/10.3389/frobt.2018.00034 [link] single institute
The Challenge of Access Control Policies Quality journal
  • Elisa Bertino (Purdue)
  • Amani Abu Jabal (Purdue)
  • Seraphin Calo (IBM US)
  • Dinesh Verma (IBM US)
  • Chris Williams (Dstl)
Apr-2018 ACM Journal of Data and Information Quality (JDIQ) [link] international with government
Asking Why in AI: Explainability of Intelligent Systems—Perspectives and Challenges journal
  • Alun Preece (Cardiff)
Apr-2018 Intelligent Systems in Accounting, Finance and Management [link] single institute
Stochastic Models and Wide-Area Network Measurements for Blockchain Design and Analysis external conference
  • Nikolaos Papadis (Yale)
  • Sem Borst
  • Anwar Walid
  • Mohamed Grissa
  • Leandros Tassiulas (Yale)
Apr-2018 IEEE Conference on Computer Communications 2018 collaborative
Social‑collaborative determinants of content quality in online knowledge production systems: comparing Wikipedia and Stack Overflow journal
  • Sorin Adam Matei (Purdue)
  • Amani Abu Jabal (Purdue)
  • Elisa Bertino (Purdue)
Apr-2018 Social Network Analysis and Mining, 8(1), 36. [link] single institute
Balancing distributed analytics energy consumption using physics-inspired models external conference
  • Brent Kraczek (ARL)
  • Theodoros Salonidis (IBM US)
  • Prithwish Basu (BBN)
  • Sayed Saghaian (PSU)
  • Ali Sydney (BBN)
  • Bongjun Ko (IBM US)
  • Tom La Porta (PSU)
  • Kevin Chan (ARL)
  • James Lambert (Dstl)
Apr-2018 SPIE - Defense + Commercial Sensing 2018 international with government
An algorithm for model fusion for distributed learning external conference
  • Dinesh Verma (IBM US)
  • Supriyo Chakraborty (IBM US)
  • Seraphin Calo (IBM US)
  • Simon Julier (UCL)
  • Stephen Pasteris (UCL)
Apr-2018 SPIE - Defense + Commercial Sensing 2018 international
Resource management in distributed SDN using reinforcement learning external conference
  • Liang Ma (IBM US)
  • Ziyao Zhang (Imperial)
  • Bongjun Ko (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Kin Leung (Imperial)
Apr-2018 SPIE - Defense + Commercial Sensing 2018 international
Generation and management of training data for AI-based algorithms targeted at coalition operations external conference
  • Dinesh Verma (IBM US)
  • Greg Cirincione (ARL)
  • Tien Pham (ARL)
  • Bongjun Ko (IBM US)
Apr-2018 SPIE - Defense + Commercial Sensing 2018 collaborative with government
On a Class of Stochastic Multilayer Networks journal
  • Bo-Jhang Ho (UCLA)
  • Philippe Nain
  • Don Towsley (UMass)
  • Saikat Guha
Mar-2018 Proceedings of the ACM on Measurement and Analysis of Computing Systems - SIGMETRICS [link] collaborative
Experimentation With Fuzzy Interest Forwarding in Named Data Networking external conference
  • Spyridon Mastorakis (UCLA)
  • Kevin Chan (ARL)
  • Bongjun Ko (IBM US)
  • Alex Afanasyev (UCLA)
  • Lixia Zhang (UCLA)
Feb-2018 [link] collaborative with government
Distributed AI and Security Issues in Federated Environments external conference
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Greg Cirincione (ARL)
Jan-2018 Workshop on Smart and Connected Communities: Technological Foundations, Challenges and Opportunities (SCC-2018) collaborative with government
Inferring Smartphone Users Handwritten Patterns by Using Motion Sensors

Best paper award
external conference
  • Wei-Han Lee
  • Jorge Ortiz (IBM US)
  • Bongjun Ko (IBM US)
  • Ruby Lee
Jan-2018 International Conference on Information Systems Security and Privacy 2018 collaborative
Utilitarian Placement of Composite Services external conference
  • Khoa Phan (UCL)
  • Miguel Rocha
  • David Griffin (UCL)
  • Miguel Rio (UCL)
Jan-2018 IEEE Transactions on Network and Service Management [link] collaborative
DarNet: A Deep Learning Solution for Distracted Driving Detection external conference
  • Christopher Streifer
  • Ramya Raghavendra (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Theophilus Benson
Dec-2017 ACM/IFIP/USENIX Middleware 2017 collaborative
Did you hear that? Adversarial Examples Against Automatic Speech Recognition external conference
  • Moustafa Alzantot (UCLA)
  • Bharathan Balaji (UCLA)
  • Mani Srivastava (UCLA)
Dec-2017 Machine Deception Workshop 2017 single institute
Utility-centric Networking: Balancing Transit Costs with Quality of Experience journal
  • Khoa Phan (UCL)
  • David Griffin (UCL)
  • Elisa Maini
  • Miguel Rio (UCL)
Dec-2017 IEEE/ACM Transactions on Networking, 2017, DOI: 10.1109/TNET.2017.2780257 [link] collaborative
Improving Data Sharing in Data Rich Environments external conference
  • Erisa Karafili (Imperial)
  • Emil Lupu (Imperial)
  • Alan Cullen (BAE)
  • Bill Williams (BAE)
  • Saritha Arunkumar (IBM UK)
  • Seraphin Calo (IBM US)
Dec-2017 1st IEEE Big Data International Workshop on Policy-based Autonomic Data Governance (PADG) international
Community-based Self Generation of Policies and Processes for Assets: Concepts and Research Directions external conference
  • Elisa Bertino (Purdue)
  • Geeth de Mel (IBM UK)
  • Alessandra Russo (Imperial)
  • Seraphin Calo (IBM US)
  • Dinesh Verma (IBM US)
Dec-2017 1st IEEE Big Data International Workshop on Policy-based Autonomic Data Governance (PADG) international
Identifying Sensor Accesses from Service Descriptions external conference
  • Antara Palit (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Raghu Ganti (IBM US)
  • Chris Simpkin (Cardiff)
Dec-2017 1st IEEE Big Data International Workshop on Policy-based Autonomic Data Governance (PADG) international
Combining Semantic Web and IoT to Reason with Health and Safety Policies external conference
  • Emre Goynugur
  • Murat Sensoy
  • Geeth de Mel (IBM UK)
Dec-2017 1st IEEE Big Data International Workshop on Policy-based Autonomic Data Governance (PADG) collaborative
Edge Computing Architecture for applying AI to IoT external conference
  • Seraphin Calo (IBM US)
  • Maroun Touma (IBM US)
  • Dinesh Verma (IBM US)
  • Alan Cullen (BAE)
Dec-2017 1st IEEE Big Data International Workshop on Policy-based Autonomic Data Governance (PADG) international
Policy Enabled Caching for Distributed AI external conference
  • Dinesh Verma (IBM US)
  • Graham Bent (IBM UK)
Dec-2017 1st IEEE Big Data International Workshop on Policy-based Autonomic Data Governance (PADG) international
Research Challenges in Dynamic Policy-Based Autonomous Security external conference
  • Seraphin Calo (IBM US)
  • Elisa Bertino (Purdue)
  • Greg Cirincione (ARL)
  • Brian Rivera (ARL)
  • Emil Lupu (Imperial)
  • Saritha Arunkumar (IBM UK)
  • Alan Cullen (BAE)
Dec-2017 1st IEEE Big Data International Workshop on Policy-based Autonomic Data Governance (PADG) international with government
Measures of Network Centricity for Edge Deployment of IoT Applications external conference
  • Dinesh Verma (IBM US)
  • Geeth de Mel (IBM UK)
Dec-2017 Big Data Analytics and Internet of Things workshop international
LightSpy: Optical Eavesdropping on Displays Using Light Sensors on Mobile Devices external conference
  • Supriyo Chakraborty (IBM US)
  • Wentao Ouyang
  • Mani Srivastava (UCLA)
Dec-2017 1st IEEE Big Data International Workshop on Policy-based Autonomic Data Governance (PADG) collaborative
Unsupervised Transformation Learning via Convex Relaxations external conference
  • Tatsunori Hashimoto (Stanford)
  • John Duchi (Stanford)
  • Percy Liang (Stanford)
Dec-2017 NIPS 2017 single institute
ECF: An MPTCP Path Scheduler to Manage Heterogeneous Paths external conference
  • Yeon-Sup Lim (IBM US)
  • Erich Nahum (IBM US)
  • Don Towsley (UMass)
  • Richard J. Gibbens
Dec-2017 13th International Conference on emerging Networking EXperiments and Technologies international
On the Improvement of Classifying EEG Recordings Using Neural Networks external conference
  • Yiran Zhao
  • Shuochao Yao
  • Shaohan Hu (IBM US)
  • Shiyu Chang (IBM US)
  • Raghu Ganti (IBM US)
  • Mudhakar Srivatsa (IBM US)
  • Shen Li (IBM US)
  • Tarek Abdelzaher
Dec-2017 IEEE Big Data 20187 collaborative
A Framework for Modelling the Effect of Emotion on Uncritical Reasoning


Variants: doc-1820
external conference
  • David Mott (IBM UK)
  • Troy Kelley (ARL)
  • Cheryl Giammanco (ARL)
  • Soheil Eshghi (Yale)
  • Yunfeng Zhang (IBM US)
Nov-2017 Knowledge Systems for Coalition Operations 2017 international with government
Whom to Query? Spatially-Blind Participatory Crowdsensing under Budget Constraints external conference
  • Mai ElSherief
  • Morgan Vigil-Hayes
  • Ramya Raghavendra (IBM US)
  • Elizabeth Belding
Nov-2017 First ACM Workshop On Mobile Crowdsensing Systems And Applications collaborative
Conversational Services for Multi-Agency Situational Understanding external conference
  • Alun Preece (Cardiff)
  • Dave Braines (IBM UK)
Nov-2017 AAAI Fall Symposium on Cognitive Assistance in Government and Public Sector Applications collaborative
Computing Messages that Reveal Selected Inferences while Protecting Others external conference
  • Matthew Johnson
  • Liang Zhao
  • Supriyo Chakraborty (IBM US)
Nov-2017 2017 IEEE Information Theory Workshop collaborative
Fuzzy Interest Forwarding

Best paper award
external conference
  • Kevin Chan (ARL)
  • Bongjun Ko (IBM US)
  • Spyridon Mastorakis (UCLA)
  • Alex Afanasyev (UCLA)
  • Lixia Zhang (UCLA)
Nov-2017 Asian Internet Engineering Conference (AINTEC 2017) collaborative with government
Unicorn: Unified Resource Orchestration for Multi-Domain, Geo-Distributed Data Analytics


Variants: doc-1395,doc-3592
external conference
  • Qiao Xiang (Yale)
  • X. Tony Wang (Yale)
  • Jingxuan Zhang
  • Harvey Newman
  • Richard Yang (Yale)
  • Y. Jace Liu
Nov-2017 Innovating the Network for Data Intensive Science collaborative
Dynamic Patterns of Terrorist Networks: A Comparison of Common Structures in Terrorist Network Ties


Variants: doc-4709
internal conference
  • Cassie McMillan (PSU)
  • Diane Felmlee (PSU)
  • Roger Whitaker (Cardiff)
  • Dinesh Verma (IBM US)
Nov-2017 Annual meeting of the American Society of Criminologists. November, 2017. Philadelphia, PA. international
On max-min fair allocation for multi-source transmission journal
  • Geng Li (Yale)
  • Yichen Qian
  • Richard Yang (Yale)
Nov-2017 2017 IEEE Information Theory Workshop collaborative
Learning Information Release Policies for Preventing Intersection Attacks external conference
  • Saritha Arunkumar (IBM UK)
  • Mudhakar Srivatsa (IBM US)
  • Elisa Bertino (Purdue)
Oct-2017 IEEE Military Communications Conference (MILCOM) 2017 international
Provenance-based Scientific Workflow Search external conference
  • Amani Abu Jabal (Purdue)
  • Elisa Bertino (Purdue)
  • Geeth de Mel (IBM UK)
Oct-2017 IEEE 13th International Conference on e-Science international
Stability and fracture of social groups external conference
  • Soheil Eshghi (Yale)
  • Grace-Rose Williams (Dstl)
  • Gualtiero Colombo (Cardiff)
  • Liam Turner (Cardiff)
  • David Rand (Yale)
  • Roger Whitaker (Cardiff)
  • Leandros Tassiulas (Yale)
Oct-2017 55th Annual Allerton Conference on Communication, Control, and Computing (2017) international with government
Improving Traffic Prediction Using Weather Data invited talk
  • Ramya Raghavendra (IBM US)
Oct-2017 Spark summit Europe, 2017 single institute
AI and ML in Complex Data Environments invited talk
  • Supriyo Chakraborty (IBM US)
Oct-2017 IEEE Military Communications Conference (MILCOM) 2017 single institute
A Deep Convolutional Network for Traffic Congestion Classification external conference
  • Chris Willis (BAE)
  • Dan Harborne (Cardiff)
  • Richard Tomsett (IBM UK)
  • Moustafa Alzantot (UCLA)
Sep-2017 NATO STO-IST-158/RSM-010 - Content Based Real-Time Analytics of Multi-Media Streams international
Cognitively Mediated Research Discovery - A context-aware rich visualized knowledge graph co-created by humans and machines using a common language external conference
  • Geeth de Mel (IBM UK)
  • Dave Braines (IBM UK)
  • Anna Thomas (IBM UK)
  • Tien Pham (ARL)
  • Will Dron (BBN)
Sep-2017 Hybrid Human-Machine Computing (HHMC): From Human Computation to Social Computing and Beyond international with government
Improving Security in Coalition Tactical Environments using an SDN approach book chapter
  • Vinod Mishra (ARL)
  • Dinesh Verma (IBM US)
  • Chris Williams (Dstl)
Sep-2017 GSSNOA 2016 : Guide to Security in SDN and NFV - Challenges, Opportunities, and Applications [link] international with government
Generative Policy Architecture for Access Control Use Case demo
  • Elisa Bertino (Purdue)
  • Seraphin Calo (IBM US)
  • Christian Makaya (IBM US)
  • Dinesh Verma (IBM US)
  • Chris Williams (Dstl)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
Visualising the evolution of inter-group prejudice demo
  • Roger Whitaker (Cardiff)
  • Liam Turner (Cardiff)
  • Gualtiero Colombo (Cardiff)
  • Rhodri Morris (Cardiff)
  • David Rand (Yale)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
Seeing ISIS: Visualizing Groups in the Coalition Context​ demo
  • Jared Somerville (Airbus)
  • Sebastian Stein (Southampton)
  • Grace-Rose Williams (Dstl)
  • Valerio Restocchi (Southampton)
  • Soheil Eshghi (Yale)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
Demonstrating a Framework for Modelling the Effect of Emotion on Uncritical Reasoning demo
  • David Mott (IBM UK)
  • Graham White (IBM UK)
  • Cheryl Giammanco (ARL)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
Decentralized Workflows Using Vector Symbolic Architectures demo
  • Chris Simpkin (Cardiff)
  • Ian Taylor (Cardiff)
  • Graham Bent (IBM UK)
  • Geeth de Mel (IBM UK)
  • Swati Rallapalli (IBM US)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
A Prototype Systems Architecture for Coalition Situational Understanding demo
  • Dan Harborne (Cardiff)
  • Federico Cerutti (Cardiff)
  • Alun Preece (Cardiff)
  • Alistair Nottle (Airbus)
  • Santiago Quintana (Airbus)
  • Chris Willis (BAE)
  • Dave Braines (IBM UK)
  • Richard Tomsett (IBM UK)
  • Supriyo Chakraborty (IBM US)
  • Moustafa Alzantot (UCLA)
  • Mani Srivastava (UCLA)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
A Cognitive Policy Framework for next-Generation Distributed Federated Systems


Variants: doc-1224
internal conference
  • Elisa Bertino (Purdue)
  • Seraphin Calo (IBM US)
  • Maroun Touma (IBM US)
  • Dinesh Verma (IBM US)
  • Chris Williams (Dstl)
  • Brian Rivera (ARL)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
Provenance-based Analytics Services for Access Control Policies


Variants: doc-1234
internal conference
  • Elisa Bertino (Purdue)
  • Amani Abu Jabal (Purdue)
  • Seraphin Calo (IBM US)
  • Christian Makaya (IBM US)
  • Maroun Touma (IBM US)
  • Dinesh Verma (IBM US)
  • Chris Williams (Dstl)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
Intra-Group Tension under Inter-group Conflict: A Generative Model using Group Social Norms and Identity


Variants: doc-1286
internal conference
  • Roger Whitaker (Cardiff)
  • Liam Turner (Cardiff)
  • Gualtiero Colombo (Cardiff)
  • Dinesh Verma (IBM US)
  • Diane Felmlee (PSU)
  • Gavin Pearson (Dstl)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
Semantic Workflow Encoding Using Vector Symbolic Architectures internal conference
  • Chris Simpkin (Cardiff)
  • Ian Taylor (Cardiff)
  • Graham Bent (IBM UK)
  • Geeth de Mel (IBM UK)
  • Swati Rallapalli (IBM US)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
Human-in-the-Loop Situational Understanding via Subjective Bayesian Networks


Variants: doc-1453
internal conference
  • Dave Braines (IBM UK)
  • Anna Thomas (IBM UK)
  • Lance Kaplan (ARL)
  • Murat Sensoy
  • Magdalena Ivanovska
  • Alun Preece (Cardiff)
  • Federico Cerutti (Cardiff)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
Deep Learning for Situational Understanding


Variants: doc-1276
internal conference
  • Supriyo Chakraborty (IBM US)
  • Alun Preece (Cardiff)
  • Moustafa Alzantot (UCLA)
  • Tianwei Xing (UCLA)
  • Dave Braines (IBM UK)
  • Mani Srivastava (UCLA)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
Policy Analysis for Drone Systems: An Argumentation-based Approach


Variants: doc-1085
internal conference
  • Erisa Karafili (Imperial)
  • Emil Lupu (Imperial)
  • Saritha Arunkumar (IBM UK)
  • Elisa Bertino (Purdue)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
Framework for Behavioral Analytics in Generative Policy Management Systems


Variants: doc-1024
internal conference
  • Maroun Touma (IBM US)
  • Elisa Bertino (Purdue)
  • Brian Rivera (ARL)
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 collaborative with government
Tractable Policy Management Framework for IoT


Variants: doc-1110
internal conference
  • Emre Goynugur
  • Geeth de Mel (IBM UK)
  • Murat Sensoy
  • Seraphin Calo (IBM US)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
Next Generation Firewalls for Dynamic Coalitions


Variants: doc-1403
internal conference
  • Saritha Arunkumar (IBM UK)
  • Stephen Pipes (IBM UK)
  • Christian Makaya (IBM US)
  • Erisa Karafili (Imperial)
  • Elisa Bertino (Purdue)
  • Emil Lupu (Imperial)
  • Chris Willis (BAE)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
Decision-Making in Policy Governed Human-Autonomous Systems Teams


Variants: doc-1415
internal conference
  • Diane Felmlee (PSU)
  • Emil Lupu (Imperial)
  • Cassie McMillan (PSU)
  • Erisa Karafili (Imperial)
  • Elisa Bertino (Purdue)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
Mission Support for Drones: a Policy Based Approach


Variants: doc-1218
internal conference
  • Alan Cullen (BAE)
  • Bill Williams (BAE)
  • Elisa Bertino (Purdue)
  • Saritha Arunkumar (IBM UK)
  • Erisa Karafili (Imperial)
  • Emil Lupu (Imperial)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
Data Distribution and Scheduling for Distributed Analytics Tasks


Variants: doc-1410
internal conference
  • Stephen Pasteris (UCL)
  • Shiqiang Wang (IBM US)
  • Christian Makaya (IBM US)
  • Kevin Chan (ARL)
  • Mark Herbster (UCL)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
Opportunities and Challenges for Named Data Networking to Increase the Agility of Military Coalitions


Variants: doc-1409
internal conference
  • Christopher Gibson (IBM UK)
  • Pablo Bermell-Garcia (Airbus)
  • Kevin Chan (ARL)
  • Bongjun Ko (IBM US)
  • Alex Afanasyev (UCLA)
  • Lixia Zhang (UCLA)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
NAC: Name-Based Access Control in Named Data Networking


Variants: doc-1822
internal conference
  • Zhiyi Zhang (UCLA)
  • Yingdi Yu (UCLA)
  • Alex Afanasyev (UCLA)
  • Lixia Zhang (UCLA)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 single institute
A Generative Model For Predicting Terrorist Incidents


Variants: doc-1009
internal conference
  • Dinesh Verma (IBM US)
  • Archit Verma
  • Diane Felmlee (PSU)
  • Gavin Pearson (Dstl)
  • Roger Whitaker (Cardiff)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
Identifying the Patterns of Terrorism in India: A Two Mode Social Network Approach


Variants: doc-1340,doc-1252
internal conference
  • Rithvik Yarlagadda (PSU)
  • Diane Felmlee (PSU)
  • Dinesh Verma (IBM US)
  • Scott Sigmund Gartner (PSU)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 collaborative
Heuristic Algorithms for Influence Maximization with Partial Information


Variants: doc-1461
internal conference
  • Soheil Eshghi (Yale)
  • Setareh Maghsudi (Yale)
  • Valerio Restocchi (Southampton)
  • Leandros Tassiulas (Yale)
  • Rachel Bellamy (IBM US)
  • Nick Jennings (Imperial)
  • Sebastian Stein (Southampton)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
A Conceptual Framework of Group Evolution: Considerations for Decision Makers and Analysts


Variants: doc-1401
internal conference
  • Grace-Rose Williams (Dstl)
  • Jared Somerville (Airbus)
  • Peter Johnson (Dstl)
  • Rachel Bellamy (IBM US)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
Parameterising the Dynamics of Inter-Group Conflict from Real World Data


Variants: doc-1419
internal conference
  • Liam Turner (Cardiff)
  • Gualtiero Colombo (Cardiff)
  • Roger Whitaker (Cardiff)
  • Diane Felmlee (PSU)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
Cognitive Computing for Coalition Situational Understanding


Variants: doc-1428
internal conference
  • Alun Preece (Cardiff)
  • Federico Cerutti (Cardiff)
  • Dave Braines (IBM UK)
  • Supriyo Chakraborty (IBM US)
  • Mani Srivastava (UCLA)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
Distributed Opportunistic Sensing and Fusion for Traffic Congestion Detection


Variants: doc-1426
internal conference
  • Alistair Nottle (Airbus)
  • Dan Harborne (Cardiff)
  • Dave Braines (IBM UK)
  • Moustafa Alzantot (UCLA)
  • Santiago Quintana (Airbus)
  • Richard Tomsett (IBM UK)
  • Lance Kaplan (ARL)
  • Mani Srivastava (UCLA)
  • Supriyo Chakraborty (IBM US)
  • Alun Preece (Cardiff)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
Interpretability of Deep Learning Models: A Survey of Results


Variants: doc-1399
internal conference
  • Supriyo Chakraborty (IBM US)
  • Richard Tomsett (IBM UK)
  • Ramya Raghavendra (IBM US)
  • Dan Harborne (Cardiff)
  • Moustafa Alzantot (UCLA)
  • Federico Cerutti (Cardiff)
  • Mani Srivastava (UCLA)
  • Alun Preece (Cardiff)
  • Simon Julier (UCL)
  • Raghuveer Rao (ARL)
  • Troy Kelley (ARL)
  • Murat Sensoy
  • Chris Willis (BAE)
  • Prudhvi Gurram (ARL)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
SenseGen: A Deep Learning Architecture for Synthetic Sensor Data Generation


Variants: doc-922
internal conference
  • Moustafa Alzantot (UCLA)
  • Supriyo Chakraborty (IBM US)
  • Mani Srivastava (UCLA)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 collaborative
RSTensorFlow: GPU Enabled TensorFlow for Deep Learning on Commodity Android Devices


Variants: doc-1241
internal conference
  • Moustafa Alzantot (UCLA)
  • Yingnan Wang (UCLA)
  • Zhengshuang Ren (UCLA)
  • Mani Srivastava (UCLA)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 single institute
A Practical Application of Black Box Interpretability internal conference
  • Byungwoo (Peter) Jang
  • Mingu (Jason) Jeong
  • Hevin Na
  • Conner Russell
  • Dave Braines (IBM UK)
  • Richard Tomsett (IBM UK)
  • Graham White (IBM UK)
  • Dan Harborne (Cardiff)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
Towards an Architecture for Policy Based Management of Software Defined Coalitions


Variants: doc-1417
internal conference
  • Chris Williams (Dstl)
  • Elisa Bertino (Purdue)
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Kin Leung (Imperial)
  • Chris Dearlove (BAE)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
Human-Agent Reasoning about Civil-Military Consideration Using Controlled Natural Language internal conference
  • Cheryl Giammanco (ARL)
  • David Mott (IBM UK)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
Recognition of Traffic Congestion State using a Deep Convolutional Network internal conference
  • Chris Willis (BAE)
  • Dan Harborne (Cardiff)
  • Richard Tomsett (IBM UK)
  • Moustafa Alzantot (UCLA)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
Influence Maximisation on Networks Predicted by Generative Models internal conference
  • Valerio Restocchi (Southampton)
  • Soheil Eshghi (Yale)
  • Setareh Maghsudi (Yale)
  • Leandros Tassiulas (Yale)
  • Sebastian Stein (Southampton)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
Robust Network Connectivity: a Percolation Study internal conference
  • Arman Kabir (UMass)
  • Mihir Pant
  • Don Towsley (UMass)
  • Saikat Guha
  • Paul Yu (ARL)
  • Ananthram Swami (ARL)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 collaborative with government
Resilient, Coding-Based Data Forwarding for Software Defined Mobile Tactical Networks internal conference
  • Qiao Xiang (Yale)
  • Geng Li (Yale)
  • Kin Leung (Imperial)
  • Richard Yang (Yale)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
A Self-organizing SDN Architecture for Mobile Tactical Edge Networks internal conference
  • Geng Li (Yale)
  • Chris Dearlove (BAE)
  • Qiao Xiang (Yale)
  • Richard Yang (Yale)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
On Quantifying Performance Enhancement of Distributed SDN Architecture internal conference
  • Ziyao Zhang (Imperial)
  • Liang Ma (IBM US)
  • Kin Leung (Imperial)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
Toward Interconnection Abstractions to Realize Efficient and Agile SDC Networking internal conference
  • Richard Yang (Yale)
  • Franck Le (IBM US)
  • Christopher Leet (Yale)
  • Christian Makaya (IBM US)
  • Vinod Mishra (ARL)
  • Miguel Rio (UCL)
  • Jeremy Tucker (Dstl)
  • X. Tony Wang (Yale)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
Mathematical modeling framework for external group stability and fracture internal conference
  • Soheil Eshghi (Yale)
  • Grace-Rose Williams (Dstl)
  • Gualtiero Colombo (Cardiff)
  • Liam Turner (Cardiff)
  • David Rand (Yale)
  • Roger Whitaker (Cardiff)
  • Leandros Tassiulas (Yale)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
Mitigating Adversarial Examples in Neural Networks internal conference
  • Moustafa Alzantot (UCLA)
  • Supriyo Chakraborty (IBM US)
  • Mani Srivastava (UCLA)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 collaborative
A Framework for Modelling the Effect of Emotion on Uncritical Reasoning


Variants: doc-1806
internal conference
  • David Mott (IBM UK)
  • Troy Kelley (ARL)
  • Cheryl Giammanco (ARL)
  • Soheil Eshghi (Yale)
  • Yunfeng Zhang (IBM US)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
NAC: Name-Based Access Control in Named Data Networking


Variants: doc-1694
external conference
  • Zhiyi Zhang (UCLA)
  • Yingdi Yu (UCLA)
  • Alex Afanasyev (UCLA)
  • Lixia Zhang (UCLA)
Sep-2017 ACM conference on Information-centric Networking 2017 single institute
Inference Privacy: A Paradigm for Protecting User Privacy Through Controlled Inferences invited talk
  • Supriyo Chakraborty (IBM US)
Sep-2017 National Institute of Standards and Technology (NIST) single institute
Flexible SDN Control in Tactical Ad Hoc Networks


Variants: doc-3055
internal conference
  • Konstantinos Poularakis (Yale)
  • Qiaofeng Qin (Yale)
  • Erich Nahum (IBM US)
  • Miguel Rio (UCL)
  • Leandros Tassiulas (Yale)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
Social Network Motifs: A Comparison of Social Groups internal conference
  • Diane Felmlee (PSU)
  • Cassie McMillan (PSU)
  • Don Towsley (UMass)
  • Kun Tu (UMass)
  • Roger Whitaker (Cardiff)
  • Gavin Pearson (Dstl)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
Dynamic Patterns of Terrorist Networks: A Comparison of Common Structures in Terrorist Group Ties


Variants: doc-2740
external conference
  • Cassie McMillan (PSU)
  • Diane Felmlee (PSU)
  • Roger Whitaker (Cardiff)
  • Dinesh Verma (IBM US)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
Energy Tradeoff among Communication, Computation and Caching with QoI-Guarantee in Wireless Sensor Networks


Variants: doc-3582
internal conference
  • Faheem Zafari (Imperial)
  • Jian Li (UMass)
  • Kin Leung (Imperial)
  • Don Towsley (UMass)
  • Ananthram Swami (ARL)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
Distributed Machine Learning at Resource-Limited Tactical Edge: Performance Bound and Control Algorithm internal conference
  • Shiqiang Wang (IBM US)
  • Tiffany Tuor (Imperial)
  • Theodoros Salonidis (IBM US)
  • Kin Leung (Imperial)
  • Christian Makaya (IBM US)
  • Ting He (PSU)
  • Kevin Chan (ARL)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international with government
It's Hard to be Social: Joint Service Placement and Request Scheduling for Social Edge Applications internal conference
  • Ting He (PSU)
  • Hana Khamfroush (PSU)
  • Shiqiang Wang (IBM US)
  • Tom La Porta (PSU)
  • Sebastian Stein (Southampton)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
Analytics Capacity: Theoretical Formulation and Scaling Laws internal conference
  • Shiqiang Wang (IBM US)
  • Ting He (PSU)
  • Prithwish Basu (BBN)
  • Theodoros Salonidis (IBM US)
  • Kevin Chan (ARL)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 collaborative with government
Distributed Machine Learning at Resource-Limited Tactical Edge: Demo demo
  • Tiffany Tuor (Imperial)
  • Shiqiang Wang (IBM US)
  • Theodoros Salonidis (IBM US)
  • Christian Makaya (IBM US)
  • Bongjun Ko (IBM US)
  • Kin Leung (Imperial)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
Data Transfer for Distributed Analytics with Latency Constraints internal conference
  • Stephen Pasteris (UCL)
  • Shiqiang Wang (IBM US)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
Online Mechanism Design for Resource Allocation using Reinforcement Learning internal conference
  • Mateusz Ochal (Southampton)
  • Matthew Cook (Southampton)
  • Valerio Restocchi (Southampton)
  • Hana Khamfroush (PSU)
  • Tom La Porta (PSU)
  • Sebastian Stein (Southampton)
Sep-2017 1st Annual Fall Meeting of the DAIS ITA, 2017 international
Do Sticky Elites Produce Online Knowledge of Higher Quality? external conference
  • Sorin Adam Matei (Purdue)
  • Amani Abu Jabal (Purdue)
  • Elisa Bertino (Purdue)
Aug-2017 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining single institute
Bringing SDN to the Mobile Edge external conference
  • Konstantinos Poularakis (Yale)
  • Qiaofeng Qin (Yale)
  • Erich Nahum (IBM US)
  • Miguel Rio (UCL)
  • Leandros Tassiulas (Yale)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international
SFP: Toward a Scalable, Efficient, Stable Protocol for Federation of Software Defined Networks external conference
  • Franck Le (IBM US)
  • Christopher Leet (Yale)
  • Christian Makaya (IBM US)
  • Miguel Rio (UCL)
  • Xin Wang
  • Richard Yang (Yale)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international
Unicorn: Unified Resource Orchestration for Multi-Domain, Geo-Distributed Data Analytics


Variants: doc-1975,doc-3592
external conference
  • Qiao Xiang (Yale)
  • Shenshen Chen
  • Kai Gao
  • Harvey Newman
  • Ian Taylor (Cardiff)
  • Jingxuan Zhang
  • Richard Yang (Yale)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international
Generative Policy model for Autonomic Management external conference
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Supriyo Chakraborty (IBM US)
  • Elisa Bertino (Purdue)
  • Chris Williams (Dstl)
  • Jeremy Tucker (Dstl)
  • Brian Rivera (ARL)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international with government
Interpretability of Deep Learning Models: A Survey of Results


Variants: doc-1710
external conference
  • Supriyo Chakraborty (IBM US)
  • Richard Tomsett (IBM UK)
  • Ramya Raghavendra (IBM US)
  • Dan Harborne (Cardiff)
  • Moustafa Alzantot (UCLA)
  • Federico Cerutti (Cardiff)
  • Mani Srivastava (UCLA)
  • Alun Preece (Cardiff)
  • Simon Julier (UCL)
  • Raghuveer Rao (ARL)
  • Troy Kelley (ARL)
  • Murat Sensoy
  • Chris Willis (BAE)
  • Prudhvi Gurram (ARL)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international with government
A Conceptual Framework of Group Evolution: Considerations for Decision Makers and Analysts


Variants: doc-1702
external conference
  • Grace-Rose Williams (Dstl)
  • Jared Somerville (Airbus)
  • Peter Johnson (Dstl)
  • Rachel Bellamy (IBM US)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international with government
Next Generation Firewalls for Dynamic Coalitions


Variants: doc-1683
external conference
  • Saritha Arunkumar (IBM UK)
  • Stephen Pipes (IBM UK)
  • Christian Makaya (IBM US)
  • Elisa Bertino (Purdue)
  • Erisa Karafili (Imperial)
  • Emil Lupu (Imperial)
  • Chris Williams (Dstl)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international with government
Argumentation-based Policy Analysis for Drone Systems external conference
  • Erisa Karafili (Imperial)
  • Emil Lupu (Imperial)
  • Saritha Arunkumar (IBM UK)
  • Elisa Bertino (Purdue)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international
Verification Techniques for Policy based Systems external conference
  • Erisa Karafili (Imperial)
  • Stephen Pipes (IBM UK)
  • Emil Lupu (Imperial)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations collaborative
Opportunities and Challenges for Named Data Networking to Increase the Agility of Military Coalitions


Variants: doc-1691
external conference
  • Christopher Gibson (IBM UK)
  • Pablo Bermell-Garcia (Airbus)
  • Kevin Chan (ARL)
  • Bongjun Ko (IBM US)
  • Alex Afanasyev (UCLA)
  • Lixia Zhang (UCLA)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international with government
Data Distribution and Scheduling for Distributed Analytics Tasks


Variants: doc-1689
external conference
  • Stephen Pasteris (UCL)
  • Shiqiang Wang (IBM US)
  • Christian Makaya (IBM US)
  • Kevin Chan (ARL)
  • Mark Herbster (UCL)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international with government
Physics-inspired Models for Agile Code and Data in Federated Edges external conference
  • Bongjun Ko (IBM US)
  • Brent Kraczek (ARL)
  • Theodoros Salonidis (IBM US)
  • Prithwish Basu (BBN)
  • Kevin Chan (ARL)
  • Tom La Porta (PSU)
  • Andreas Martens (IBM UK)
  • James Lambert (Dstl)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international with government
Decision-Making in Policy Governed Human-Autonomous Systems Teams


Variants: doc-1685
external conference
  • Diane Felmlee (PSU)
  • Emil Lupu (Imperial)
  • Cassie McMillan (PSU)
  • Erisa Karafili (Imperial)
  • Elisa Bertino (Purdue)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international
Towards an Architecture for Policy-Based Management of Software Defined Coalitions


Variants: doc-1718
external conference
  • Chris Williams (Dstl)
  • Elisa Bertino (Purdue)
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Kin Leung (Imperial)
  • Chris Dearlove (BAE)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international with government
Parameterising the Dynamics of Inter-Group Conflict from Real World Data


Variants: doc-1704
external conference
  • Liam Turner (Cardiff)
  • Gualtiero Colombo (Cardiff)
  • Roger Whitaker (Cardiff)
  • Diane Felmlee (PSU)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international
Influence Maximisation beyond Organisational Boundaries external conference
  • Sebastian Stein (Southampton)
  • Soheil Eshghi (Yale)
  • Setareh Maghsudi (Yale)
  • Leandros Tassiulas (Yale)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international
Mathematical models for social group behavior external conference
  • Soheil Eshghi (Yale)
  • Grace-Rose Williams (Dstl)
  • Gualtiero Colombo (Cardiff)
  • Liam Turner (Cardiff)
  • David Rand (Yale)
  • Roger Whitaker (Cardiff)
  • Leandros Tassiulas (Yale)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international with government
Decentralized Microservice Workflows for Coalition Environments external conference
  • Chris Simpkin (Cardiff)
  • Ian Taylor (Cardiff)
  • Graham Bent (IBM UK)
  • Geeth de Mel (IBM UK)
  • Swati Rallapalli (IBM US)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international
Distributed Opportunistic Sensing and Fusion for Traffic Congestion Detection


Variants: doc-1708
external conference
  • Alistair Nottle (Airbus)
  • Dan Harborne (Cardiff)
  • Dave Braines (IBM UK)
  • Moustafa Alzantot (UCLA)
  • Santiago Quintana (Airbus)
  • Richard Tomsett (IBM UK)
  • Lance Kaplan (ARL)
  • Mani Srivastava (UCLA)
  • Supriyo Chakraborty (IBM US)
  • Alun Preece (Cardiff)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international with government
Cognitive Computing for Coalition Situational Understanding


Variants: doc-1706
external conference
  • Alun Preece (Cardiff)
  • Federico Cerutti (Cardiff)
  • Dave Braines (IBM UK)
  • Supriyo Chakraborty (IBM US)
  • Mani Srivastava (UCLA)
Aug-2017 International Workshop on Distributed Analytics Infrastructure and algorithms for multi organization federations international
Human-in-the-Loop Situational Understanding via Subjective Bayesian Networks


Variants: doc-1673
external conference
  • Dave Braines (IBM UK)
  • Anna Thomas (IBM UK)
  • Lance Kaplan (ARL)
  • Murat Sensoy
  • Magdalena Ivanovska
  • Alun Preece (Cardiff)
  • Federico Cerutti (Cardiff)
Aug-2017 Fifth International Workshop on Graph Structures for Knowledge Representation and Reasoning international with government
Heuristic Algorithms for Influence Maximization in Partially Observable Social Networks


Variants: doc-1700
external conference
  • Sebastian Stein (Southampton)
  • Soheil Eshghi (Yale)
  • Setareh Maghsudi (Yale)
  • Leandros Tassiulas (Yale)
  • Rachel Bellamy (IBM US)
  • Nick Jennings (Imperial)
Aug-2017 3rd International Workshop on Social Influence Analysis international
Simple Human Experiments Regarding Locally Observed Collective Knowledge (SHERLOCK) invited talk
  • Alun Preece (Cardiff)
Aug-2017 Invited talk at IBM Almaden single institute
Live Service Migration in Mobile Edge Clouds journal
  • Andrew Machen (Imperial)
  • Shiqiang Wang (IBM US)
  • Kin Leung (Imperial)
  • Bongjun Ko (IBM US)
  • Theodoros Salonidis (IBM US)
Aug-2017 IEEE Communications Magazine 2017 [link] international
Subjective Bayesian Networks and Human-in-the-Loop Situational Understanding


Variants: doc-5788
book chapter
  • Dave Braines (IBM UK)
  • Anna Thomas (IBM UK)
  • Lance Kaplan (ARL)
  • Murat Sensoy
  • Jon Bakdash (ARL)
  • Magdalena Ivanovska
  • Alun Preece (Cardiff)
  • Federico Cerutti (Cardiff)
Aug-2017 Fifth International Workshop on Graph Structures for Knowledge Representation and Reasoning [link] international with government
Deep Learning for Situational Understanding


Variants: doc-1675
external conference
  • Supriyo Chakraborty (IBM US)
  • Alun Preece (Cardiff)
  • Moustafa Alzantot (UCLA)
  • Tianwei Xing (UCLA)
  • Dave Braines (IBM UK)
  • Mani Srivastava (UCLA)
Jul-2017 20th International Conference on Information Fusion international
Intra-Group Tension under Inter-group Conflict: A Generative Model using Group Social Norms and Identity


Variants: doc-1665
external conference
  • Roger Whitaker (Cardiff)
  • Liam Turner (Cardiff)
  • Gualtiero Colombo (Cardiff)
  • Dinesh Verma (IBM US)
  • Diane Felmlee (PSU)
  • Gavin Pearson (Dstl)
Jul-2017 8th International Conference on Applied Human Factors and Ergonomics international with government
On the Evolution of ndnSIM: an Open-Source Simulator for NDN Experimentation journal
  • Spyridon Mastorakis (UCLA)
  • Alex Afanasyev (UCLA)
  • Lixia Zhang (UCLA)
Jul-2017 ACM Computer Communication Review, July 2017 [link] single institute
Hold'em Caching: Proactive Retention-Aware Caching with Multi-path Routing for Wireless Edge Networks external conference
  • Samta Shukla
  • Onkar Bhardwaj (IBM US)
  • Alhussein Abouzeid
  • Theodoros Salonidis (IBM US)
  • Ting He (PSU)
Jul-2017 18th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2017 collaborative
Identifying the Patterns of Terrorism in India: A Two Mode Social Network Approach


Variants: doc-1698,doc-1252
external conference
  • Rithvik Yarlagadda (PSU)
  • Diane Felmlee (PSU)
  • Dinesh Verma (IBM US)
Jul-2017 2017 International Conference on Social Computing, Behavioral-Cultural Modeling & Prediction and Behavior Representation in Modeling and Simulation collaborative
Mission Support for Drones: A Policy Based Approach


Variants: doc-1687
external conference
  • Alan Cullen (BAE)
  • Bill Williams (BAE)
  • Elisa Bertino (Purdue)
  • Saritha Arunkumar (IBM UK)
  • Erisa Karafili (Imperial)
  • Emil Lupu (Imperial)
Jun-2017 3rd Workshop on Micro Aerial Vehicle Networks, Systems, and Applications international
A Cognitive Policy Framework for Next-Generation Distributed Federated Systems - Concepts and Research Directions


Variants: doc-1659
external conference
  • Elisa Bertino (Purdue)
  • Seraphin Calo (IBM US)
  • Maroun Touma (IBM US)
  • Dinesh Verma (IBM US)
  • Chris Williams (Dstl)
  • Brian Rivera (ARL)
Jun-2017 International conference on Distributed Computing Systems, 2017 international with government
NOVA: Towards On-Demand Equivalent Network View Abstraction for Network Optimization external conference
  • Kai Gao
  • Qiao Xiang (Yale)
  • Xin Wang
  • Richard Yang (Yale)
  • Jun Bi
Jun-2017 International Symposium on Quality of Service, 2017 collaborative
Provenance-based Analytics Services for Access Control Policies


Variants: doc-1661
external conference
  • Elisa Bertino (Purdue)
  • Amani Abu Jabal (Purdue)
  • Seraphin Calo (IBM US)
  • Christian Makaya (IBM US)
  • Maroun Touma (IBM US)
  • Dinesh Verma (IBM US)
  • Chris Williams (Dstl)
Jun-2017 13th IEEE World Congress on Services international with government
RSTensorFlow: GPU Enabled TensorFlow for Deep Learning on Commodity Android Devices


Variants: doc-1714
external conference
  • Moustafa Alzantot (UCLA)
  • Yingnan Wang (UCLA)
  • Zhengshuang Ren (UCLA)
  • Mani Srivastava (UCLA)
Jun-2017 ACM 1st International Workshop on Embedded and Mobile Deep Learning single institute
SHERLOCK: Experimental evaluation of a conversational agent for mobile information tasks journal
  • Alun Preece (Cardiff)
  • Will Webberley (Cardiff)
  • Dave Braines (IBM UK)
  • Erin Zaroukian (ARL)
  • Jon Bakdash (ARL)
Jun-2017 IEEE Transactions on Human-Machine Systems, 47(6), 1017-1028 [link] international with government
LRU Cache under Stationary Requests external conference
  • Bo Jiang (UMass)
  • Philippe Nain
  • Don Towsley (UMass)
Jun-2017 2017 Workshop on MAthematical performance Modeling and Analysis collaborative
Hit Rate vs. Hit Probability Based Cache Utility Maximization external conference
  • Nitish Panigrahy (UMass)
  • Jian Li (UMass)
  • Don Towsley (UMass)
Jun-2017 2017 Workshop on MAthematical performance Modeling and Analysis single institute
SOM-TC: Self-Organizing Map for Hierarchical Trajectory Clustering external conference
  • Pranita Dewan (IBM US)
  • Raghu Ganti (IBM US)
  • Mudhakar Srivatsa (IBM US)
Jun-2017 International conference on Distributed Computing Systems, 2017 single institute
Falling Behind: Dynamic Models of the Costs of High School Transitions for Social Networks and GPA

Best poster award
external conference
  • Diane Felmlee (PSU)
  • Cassie McMillan (PSU)
  • Paulina Rodis (PSU)
  • Wayne Osgood (PSU)
Jun-2017 Population Association of America, Annual Meeting, 2017 single institute
Dynamic Policies for Cooperative Networked Systems external conference
  • George Iosifidis
  • Leandros Tassiulas (Yale)
Jun-2017 12th Workshop on the Economics of Networks, Systems and Computation collaborative
Distributed Intelligence: Trends in the Management of Complex Systems external conference
  • Seraphin Calo (IBM US)
  • Dinesh Verma (IBM US)
  • Elisa Bertino (Purdue)
Jun-2017 ACM Symposium on Access Control Models and Technologies (SACMAT) 2017 collaborative
On Pairwise Clustering with Side Information tech report
  • Stephen Pasteris (UCL)
  • Fabio Vitale
  • Claudio Gentile
  • Mark Herbster (UCL)
Jun-2017 collaborative
Online Learning-Assisted VNF Service Chain Scaling with Network Uncertainties external conference
  • Xiaoke Wang
  • Chuan Wu
  • Franck Le (IBM US)
  • Francis Lau
Jun-2017 IEEE Conference on Cloud Computing 2017 collaborative
Policy Conflict Resolution in IoT via Planning


Variants: doc-1677
external conference
  • Emre Goynugur
  • Sara Bernardini
  • Geeth de Mel (IBM UK)
  • Kartik Talamadupula (IBM US)
  • Murat Sensoy
May-2017 30th Canadian Conference on Artificial Intelligence international
Comparing Software Defined Architectures for Coalition Operations external conference
  • Vinod Mishra (ARL)
  • Dinesh Verma (IBM US)
  • Chris Williams (Dstl)
  • Kelvin Marcus (ARL)
May-2017 International Conference on Military Communications and Information Systems 2017 international with government
A Generative Model For Predicting Terrorist Incidents


Variants: doc-1696
external conference
  • Dinesh Verma (IBM US)
  • Archit Verma
  • Diane Felmlee (PSU)
  • Gavin Pearson (Dstl)
  • Roger Whitaker (Cardiff)
Apr-2017 SPIE - Defense + Commercial Sensing 2017 international with government
A blockchain based architecture for asset management in coalition operations external conference
  • Dinesh Verma (IBM US)
  • Nirmit Desai (IBM US)
  • Alun Preece (Cardiff)
  • Ian Taylor (Cardiff)
Apr-2017 SPIE - Defense + Commercial Sensing 2017 international
Dynamic Network based Learning Systems for Sensor Information Fusion external conference
  • Dinesh Verma (IBM US)
  • Simon Julier (UCL)
Apr-2017 SPIE - Defense + Commercial Sensing 2017 international
From Evolution to Revolution: Understanding Mutability in Large and Disruptive Human Groups external conference
  • Roger Whitaker (Cardiff)
  • Diane Felmlee (PSU)
  • Dinesh Verma (IBM US)
  • Alun Preece (Cardiff)
  • Grace-Rose Williams (Dstl)
Apr-2017 SPIE - Defense + Commercial Sensing 2017 international with government
Coalitions of Things: Supporting ISR Tasks via Internet of Things Approaches external conference
  • Alun Preece (Cardiff)
  • Ian Taylor (Cardiff)
  • Andy Dawson (Cardiff)
  • Dave Braines (IBM UK)
  • Nick O'Leary (IBM UK)
  • Anna Thomas (IBM UK)
  • Richard Tomsett (IBM UK)
  • Tom La Porta (PSU)
  • Jon Bakdash (ARL)
  • Erin Zaroukian (ARL)
Apr-2017 SPIE - Defense + Commercial Sensing 2017 international with government
Framework for behavioral analytics in anomaly identification


Variants: doc-1679
external conference
  • Maroun Touma (IBM US)
  • Elisa Bertino (Purdue)
  • Brian Rivera (ARL)
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
Apr-2017 SPIE - Defense + Commercial Sensing 2017 collaborative with government
Using machine learning to emulate human hearing for predictive maintenance of equipment external conference
  • Dinesh Verma (IBM US)
  • Graham Bent (IBM UK)
Apr-2017 SPIE - Defense + Commercial Sensing 2017 international
Audio Analysis as a Control Knob for Social Sensing external conference
  • Dinesh Verma (IBM US)
  • Bongjun Ko (IBM US)
  • Shiqiang Wang (IBM US)
  • Xiping Wang (IBM US)
  • Graham Bent (IBM UK)
Apr-2017 International Workshop on Social Sensing 2017 international
Instinctive analytics for coalition operations external conference
  • Chris Simpkin (Cardiff)
  • Geeth de Mel (IBM UK)
  • Graham Bent (IBM UK)
  • Hana Khamfroush (PSU)
  • Ian Taylor (Cardiff)
  • Jorge Ortiz (IBM US)
  • Sebastian Stein (Southampton)
  • Swati Rallapalli (IBM US)
  • Ting He (PSU)
  • Tom La Porta (PSU)
Apr-2017 SPIE - Defense + Commercial Sensing 2017 international
Dynamic and adaptive policy models for coalition operations external conference
  • Dinesh Verma (IBM US)
  • Seraphin Calo (IBM US)
  • Supriyo Chakraborty (IBM US)
  • Elisa Bertino (Purdue)
  • Chris Williams (Dstl)
  • Jeremy Tucker (Dstl)
  • Brian Rivera (ARL)
  • Geeth de Mel (IBM UK)
Apr-2017 SPIE - Defense + Commercial Sensing 2017 international with government
Tractable Policy Management Framework for Cognitive IoT


Variants: doc-1681
external conference
  • Emre Goynugur
  • Geeth de Mel (IBM UK)
  • Murat Sensoy
  • Seraphin Calo (IBM US)
Apr-2017 SPIE - Defense + Commercial Sensing 2017 international
Smart coalition systems: a deep machine learning approach external conference
  • Graham Bent (IBM UK)
  • Flavio Bergamaschi (IBM UK)
  • Richard Tomsett (IBM UK)
  • Chris Simpkin (Cardiff)
  • Ian Taylor (Cardiff)
  • Swati Rallapalli (IBM US)
Apr-2017 SPIE - Defense + Commercial Sensing 2017 international
Invocation Oriented Architecture for Agile Code and Agile Data external conference
  • Dinesh Verma (IBM US)
  • Kevin Chan (ARL)
  • Kin Leung (Imperial)
  • Athanasios Gkelias (Imperial)
Apr-2017 SPIE - Defense + Commercial Sensing 2017 international with government
Identifying the Patterns of Terrorism in India: A Two Mode Social Network Approach


Variants: doc-1698,doc-1340
poster
  • Rithvik Yarlagadda (PSU)
  • Diane Felmlee (PSU)
  • Dinesh Verma (IBM US)
  • Scott Sigmund Gartner (PSU)
Mar-2017 Penn State Graduate Exhibition, 2017 collaborative
Automation Bias with a Conversational Interface: User confirmation of misparsed information external conference
  • Erin Zaroukian (ARL)
  • Jon Bakdash (ARL)
  • Alun Preece (Cardiff)
  • Will Webberley (Cardiff)
Mar-2017 IEEE Conference on Cognitive and Computational Aspects of Situation Management, 2017 international with government
Non-negative matrix factorization of signals with overlapping events for event detection applications external conference
  • Shiqiang Wang (IBM US)
  • Jorge Ortiz (IBM US)
Mar-2017 The 42nd IEEE International Conference on Acoustics, Speech and Signal Processing single institute
SenseGen: A Deep Learning Architecture for Synthetic Sensor Data Generation


Variants: doc-1712
external conference
  • Moustafa Alzantot (UCLA)
  • Supriyo Chakraborty (IBM US)
  • Mani Srivastava (UCLA)
Mar-2017 1st International Workshop on Behavioral Implications of Contextual Analytics collaborative
A Knowledge Driven Policy Framework for Internet of Things external conference
  • Emre Goynugur
  • Murat Sensoy
  • Geeth de Mel (IBM UK)
  • Kartik Talamadupula (IBM US)
  • Seraphin Calo (IBM US)
Feb-2017 9th International Conference on Agents and Artificial Intelligence international
Conversational Homes

Best paper award


Variants: doc-1963
external conference
  • Nick O'Leary (IBM UK)
  • Dave Braines (IBM UK)
  • Alun Preece (Cardiff)
  • Will Webberley (Cardiff)
Feb-2017 The Ninth International Conference on Advanced Cognitive Technologies and Applications collaborative
Towards A Distributed Federated Brain Architecture using Cognitive IoT Devices

Best paper award
external conference
  • Dinesh Verma (IBM US)
  • Graham Bent (IBM UK)
  • Ian Taylor (Cardiff)
Feb-2017 The Ninth International Conference on Advanced Cognitive Technologies and Applications international
Online Placement of Multi-Component Applications in Edge Computing Environments journal
  • Shiqiang Wang (IBM US)
  • Murtaza Zafer (IBM US)
  • Kin Leung (Imperial)
Feb-2017 IEEE Access, 5, 2514-2533. [link] international
Agile Knowledge Representation to support Open Source Intelligence invited talk
  • Dave Braines (IBM UK)
Feb-2017 Multimedia Information and the Developing Open Source Information Landscape single institute
Conversational Homes: A Uniform Natural Language Approach for Collaboration Among Humans and Devices


Variants: doc-915
journal
  • Dave Braines (IBM UK)
  • Nick O'Leary (IBM UK)
  • Anna Thomas (IBM UK)
  • Dan Harborne (Cardiff)
  • Alun Preece (Cardiff)
  • Will Webberley (Cardiff)
Jan-2017 IARIA - International Journal on Advances in Intelligent Systems [link] collaborative
Mistake Bounds for Binary Matrix Completion external conference
  • Mark Herbster (UCL)
  • Stephen Pasteris (UCL)
  • Massimiliano Pontil (UCL)
Dec-2016 The Thirtieth Annual Conference on Neural Information Processing Systems single institute
ORSAP: Abstracting Routing State on Demand external conference
  • Kai Gao
  • Chen Gu
  • Qiao Xiang (Yale)
  • Xin Wang
  • Richard Yang (Yale)
  • Jun Bi
Nov-2016 IEEE International Conference on Network Protocols 2016 collaborative
Leveraging SDN for Cyber Situational Awareness in Coalition Tactical Networks external conference
  • Vinod Mishra (ARL)
  • Dinesh Verma (IBM US)
  • Chris Williams (Dstl)
Oct-2016 NATO STO-MP-IST 148 - Cyber Defence Situation Awareness [link] international with government
US UK Collaborative Research in Coalition Operations : Current Results and Future Explorations invited talk
  • Dinesh Verma (IBM US)
  • Greg Cirincione (ARL)
Oct-2016 The 18th Technology for Information, Decision and Execution Superiority (TIDE) Sprint collaborative with government
Magellan: Generating Multi-Table Datapath from Datapath Oblivious Algorithmic SDN Policies external conference
  • Andreas Voellmy (Yale)
  • Shenshen Chen
  • Xin Wang
  • Richard Yang (Yale)
Aug-2016 Annual Conference of the Special Interest Group on Data Communication 2016 collaborative