GameSec 2020 Technical Program
Monday, October 26 | |
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10:30am - 10:45am | Opening Remarks (Chair: John Baras) |
10:45am - 12:45pm | Session 1: Machine Learning and Security (Chair: Charles Kamhoua)Distributed Generative Adversarial Networks for Anomaly DetectionMarc Katzef, Andrew Cullen, Tansu Alpcan, Christopher Leckie, and Justin Kopacz Available Media: PDF Learning and Planning in the Feature Deception Problem Zheyuan Ryan Shi, Ariel Procaccia, Kevin Chan, Sridhar Venkatesan, Noam Ben-Asher, Nandi O. Leslie, Charles Kamhoua, and Fei Fang Available Media: PDF A Realistic Approach for Network Traffic Obfuscation using Adversarial Machine Learning Alonso Granados, Mohammad Miah, Anthony Ortiz, and Christopher Kiekintveld Available Media: PDF Adversarial Deep Reinforcement Learning based Adaptive Moving Target Defense Taha Eghtesad, Yevgeniy Vorobeychik, and Aron Laszka Available Media: PDF Lie Another Day: Demonstrating Bias in a Multi-Round Cyber Deception Game of Questionable Veracy Mark Bilinski, Jo DiVita, Kimberly Ferguson-Walter, Sunny Fugate, Ryan Gabrys, Justin Mauger, and Brian Souza Available Media: PDF |
12:45pm - 13:00pm | Break |
13:00pm - 14:00pm | Keynote Talk (Session Chair: Radha Poovendran)Towards Quantum Security GamesJens Palsberg, University of California at Los Angeles Available Media: |
Tuesday, October 27 | |
10:30am-11:00am | Invited Talk (Session Chair: John Baras)A Review of Multi Agent Perimeter Defense GamesDaigo Shishia and Vijay Kumar, University of Pennsylvania Available Media: PDF |
11:00am-11:30am | Invited Talk (Session Chair: John Baras)Securing Next-Generation Wireless Networks: Challenges and OpportunitiesAlex Sprintson, Texas A&M University and NSF Available Media: PDF |
11:30am-12:00pm | Invited Talk (Session Chair: John Baras)Hardware Security and Trust: A New Battlefield of InformationGang Qu, University of Maryland Available Media: PDF |
12:00pm - 14:00pm | Session 2: Security of Network Systems (Chair: Christopher Kiekintveld)Blocking Adversarial Influence in Social NetworksFeiran Jia, Kai Zhou, Charles Kamhoua, and Yevgeniy Vorobeychik Available Media: PDF Normalizing Flow Policies for Multi-agent Systems Xiaobai Ma, Jayesh K. Gupta, and Mikel Kochenderfer Available Media: PDF A Game Theoretic Framework for Software Diversity for Network Security Ahmed H. Anwar Hemida, Nandi Leslie, Charles Kamhoua, and Christopher Kiekintveld Available Media: PDF Partially Observable Stochastic Games for Cyber Deception against Network Epidemic Olivier Tsemogne, Yezekael Hayel, Charles Kamhoua, and Gabriel Degoue Available Media: PDF Combating Online Counterfeits: A Game-Theoretic Analysis of Cyber Supply Chain Ecosystem Yuhan Zhao and Quanyan Zhu Available Media: PDF |
Wednesday, October 28 | |
10:30am-11:00am | Invited Talk (Session Chair: John Baras)A Data Mining Friendly Anonymization Scheme for System Logs using Distance MappingYoan Miche, Nokia Bell Labs, Espoo, Finland Available Media: PDF |
11:00am-13:00pm | Session 3: Cyber Deception (Chair: Juntao Chen)Exploiting Bounded Rationality in Risk-based Cyber Camouflage GamesOmkar Thakoor, Shahin Jabbari, Palvi Aggarwal, Cleotilde Gonzalez, Milind Tambe, and Phebe Vayanos Available Media: PDF Farsighted Risk Mitigation of Lateral Movement Using Dynamic Cognitive Honypots Linan Huang and Quanyan Zhu Available Media: PDF Harnessing the Power of Deception in Attack Graph-Based Security Games Stephanie Milani, Weiran Shen, Kevin Chan, Sridhar Venkatesan, Nandi O. Leslie, Charles Kamhoua, and Fei Fang Available Media:PDF Decoy Allocation Games on Graphs with Temporal Logic Objectives Abhishek Kulkarni, Jie Fu, Huan Luo, Charles A. Kamhoua, and Nandi O. Leslie Available Media: PDF Popular Imperceptibility Measures in Visual Adversarial Attacks are Far from Human Perception Ayon Sen, Xiaojin Zhu, Erin Marshall, and Robert Nowak Available Media: PDF |
13:00pm - 14:00pm | Academic Panel: AI/ML in Games (Moderator: Radha Poovendran)Panelists:Fei Feng, Carnegie Mellon University Bo Li, University of Illinois at Urbana-Champaign Haifeng Xu, University of Virginia Tansu Alpcan, University of Melbourne J. Sukarno Mertoguno, Georgia Institute of Technology |
Thursday, October 29 | |
10:30am - 12:30pm | Session 4: Theoretical Foundations of Security Games (Chair: Sourabh Bhattacharya)On the Characterization of Saddle Point Equilibrium for Security Games with Additive UtilityHamid Emadi and Sourabh Bhattacharya Available Media: PDF MASAGE: Model-Agnostic Sequential and Adaptive Game Estimation Yunian Pan, Guanze Peng, Juntao Chen, and Quanyan Zhu Available Media: PDF Using One-Sided Partially Observable Stochastic Games for Solving Zero-Sum Security Games with Sequential Games Petr Tomášek, Branislev Bošanský, and Thanh H. Nguyen Available Media: PDF A Data-Driven Distributionally Robust Game using Wasserstein Distance Guanze Peng, Tao Zhang, and Quanyan Zhu Available Media: PDF Security Games over Lexicographic Orders Stefan Rass, Angelika Wiegele, and Sandra König Available Media: PDF |
12:30pm - 12:45pm | BREAK |
12:45pm - 14:00pm | Session 5: Cyber-Physical Systems (Chair: Quanyan Zhu)Secure Discrete-Time Linear-Quadratic Mean-Field GamesMuhammad Aneeq Uz Zaman, Sujay Bhatt, and Tamer Başar Available Media: PDF Detection of Dynamically Changing Leaders in Complex Swarms from Observed Dynamic Data Christos Mavridis, Nilesh Suriyarachchi, and John Baras Available Media: PDF Moving Target Defense for Robust Monitoring of Electric Grid Transformers in Adversarial Environments Sailik Sengupta, Kaustav Basu, Arunabha Sen, and Subbarao Kambhampati Available Media: PDF |
Friday, October 30 | |
10:30am - 11:00am | Invited Talk (Session Chair: Quanyan Zhu)Security Games with Insider ThreatsDerya Cansever, Program Manager, US Army Research Office Available Media: PDF |
11:00am - 11:30am | Invited Talk (Session Chair: Quanyan Zhu)Game Theory on Attack Graph for Cyber DeceptionAhmed H. Anwar and Charles Kamhoua, US Army Research Laboratory, Network Security Branch Available Media: PDF |
11:30am - 12:00pm | Invited Talk (Session Chair: Quanyan Zhu)Attacking Machine Learning Models for Social GoodMurat Kantarcioglu, University of Texas, Dallas Available Media: PDF |
12:00pm-13:00pm | Keynote Talk (Session Chair: Radha Poovendran)NSA, IoT, and YouNicole Newmeyer, National Security Agency Available Media: |
13:00pm - 14:00pm | Industry Panel: Security and Trust for the Future Networked-Immersed World (Moderator: John Baras)Panelists:Chris Christou, Booz Allen Hamilton Mike Spanbauer, Juniper Security Marina Thottan, Nokia Bell Labs Stuart Wagner, Perspecta Labs |
14:00pm - 14:15pm | Closing Session (Chair: Tamer Başar) |
GameSec 2020 Proceedings
GameSec 2020 proceedings will be published by Springer as part of the LNCS series.
During the conference, the proceedings will be available free of charge online.