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Decision and Game Theory for Security

11th International Conference, GameSec 2020, College Park, MD, USA, October 28–30, 2020, Proceedings

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Quanyan Zhu

    1. Tandon School of Engineering, New York University, Brooklyn, USA

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  2. John S. Baras

    1. ISR, University of Maryland, College Park, USA

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  3. Radha Poovendran

    1. Electrical Engineering, University of Washington, Seattle, USA

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  4. Juntao Chen

    1. New York University, New York, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12513)

Part of the book sub series: Security and Cryptology (LNSC)

Included in the following conference series:

Conference proceedings info: GameSec 2020.

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Table of contents (29 papers)

  1. Front Matter

    Pages i-xi
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  2. Machine Learning and Security

    1. Front Matter

      Pages 1-1
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    2. Distributed Generative Adversarial Networks for Anomaly Detection

      • Marc Katzef, Andrew C. Cullen, Tansu Alpcan, Christopher Leckie, Justin Kopacz
      Pages 3-22

    3. Learning and Planning in the Feature Deception Problem

      • Zheyuan Ryan Shi, Ariel D. Procaccia, Kevin S. Chan, Sridhar Venkatesan, Noam Ben-Asher, Nandi O. Leslie et al.
      Pages 23-44

    4. A Realistic Approach for Network Traffic Obfuscation Using Adversarial Machine Learning

      • Alonso Granados, Mohammad Sujan Miah, Anthony Ortiz, Christopher Kiekintveld
      Pages 45-57

    5. Adversarial Deep Reinforcement Learning Based Adaptive Moving Target Defense

      • Taha Eghtesad, Yevgeniy Vorobeychik, Aron Laszka
      Pages 58-79

    6. Lie Another Day: Demonstrating Bias in a Multi-round Cyber Deception Game of Questionable Veracity

      • Mark Bilinski, Joe diVita, Kimberly Ferguson-Walter, Sunny Fugate, Ryan Gabrys, Justin Mauger et al.
      Pages 80-100

  3. Cyber Deception

    1. Front Matter

      Pages 101-101
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    2. Exploiting Bounded Rationality in Risk-Based Cyber Camouflage Games

      • Omkar Thakoor, Shahin Jabbari, Palvi Aggarwal, Cleotilde Gonzalez, Milind Tambe, Phebe Vayanos
      Pages 103-124

    3. Farsighted Risk Mitigation of Lateral Movement Using Dynamic Cognitive Honeypots

      • Linan Huang, Quanyan Zhu
      Pages 125-146

    4. Harnessing the Power of Deception in Attack Graph-Based Security Games

      • Stephanie Milani, Weiran Shen, Kevin S. Chan, Sridhar Venkatesan, Nandi O. Leslie, Charles Kamhoua et al.
      Pages 147-167

    5. Decoy Allocation Games on Graphs with Temporal Logic Objectives

      • Abhishek N. Kulkarni, Jie Fu, Huan Luo, Charles A. Kamhoua, Nandi O. Leslie
      Pages 168-187

    6. Popular Imperceptibility Measures in Visual Adversarial Attacks are Far from Human Perception

      • Ayon Sen, Xiaojin Zhu, Erin Marshall, Robert Nowak
      Pages 188-199

  4. Cyber-Physical System Security

    1. Front Matter

      Pages 201-201
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    2. Secure Discrete-Time Linear-Quadratic Mean-Field Games

      • Muhammad Aneeq uz Zaman, Sujay Bhatt, Tamer Başar
      Pages 203-222

    3. Detection of Dynamically Changing Leaders in Complex Swarms from Observed Dynamic Data

      • Christos N. Mavridis, Nilesh Suriyarachchi, John S. Baras
      Pages 223-240

    4. Moving Target Defense for Robust Monitoring of Electric Grid Transformers in Adversarial Environments

      • Sailik Sengupta, Kaustav Basu, Arunabha Sen, Subbarao Kambhampati
      Pages 241-253

  5. Security of Network Systems

    1. Front Matter

      Pages 255-255
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    2. Blocking Adversarial Influence in Social Networks

      • Feiran Jia, Kai Zhou, Charles Kamhoua, Yevgeniy Vorobeychik
      Pages 257-276

    3. Normalizing Flow Policies for Multi-agent Systems

      • Xiaobai Ma, Jayesh K. Gupta, Mykel J. Kochenderfer
      Pages 277-296
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Other volumes

  1. Decision and Game Theory for Security

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About this book

This book constitutes the refereed proceedings of the 11th International Conference on Decision and Game Theory for Security, GameSec 2020,held in College Park, MD, USA, in October 2020. Due to COVID-19 pandemic the conference was held virtually 

The 21 full papers presented together with 2 short papers were carefully reviewed and selected from 29 submissions. The papers focus on machine learning and security; cyber deception; cyber-physical systems security; security of network systems; theoretic foundations of security games; emerging topics.

Editors and Affiliations

  • Tandon School of Engineering, New York University, Brooklyn, USA

    Quanyan Zhu

  • ISR, University of Maryland, College Park, USA

    John S. Baras

  • Electrical Engineering, University of Washington, Seattle, USA

    Radha Poovendran

  • New York University, New York, USA

    Juntao Chen

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