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Decision and Game Theory for Security

13th International Conference, GameSec 2022, Pittsburgh, PA, USA, October 26–28, 2022, Proceedings

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Fei Fang

    1. Carnegie Mellon University, Pittsburgh, USA

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  2. Haifeng Xu

    1. University of Chicago, Chicago, USA

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  3. Yezekael Hayel

    1. Université d'Avignon, Avignon, France

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13727)

Included in the following conference series:

Conference proceedings info: GameSec 2022.

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Table of contents (15 papers)

  1. Front Matter

    Pages i-xii
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  2. Deception in Security

    1. Front Matter

      Pages 1-1
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    2. The Risk of Attacker Behavioral Learning: Can Attacker Fool Defender Under Uncertainty?

      • Thanh Hong Nguyen, Amulya Yadav
      Pages 3-22

    3. Casino Rationale: Countering Attacker Deception in Zero-Sum Stackelberg Security Games of Bounded Rationality

      • Ryan Gabrys, Mark Bilinski, Justin Mauger, Daniel Silva, Sunny Fugate
      Pages 23-43

    4. Cyber Deception Against Zero-Day Attacks: A Game Theoretic Approach

      • Md Abu Sayed, Ahmed H. Anwar, Christopher Kiekintveld, Branislav Bosansky, Charles Kamhoua
      Pages 44-63

  3. Planning and Learning in Dynamic Environments

    1. Front Matter

      Pages 65-65
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    2. On Almost-Sure Intention Deception Planning that Exploits Imperfect Observers

      • Jie Fu
      Pages 67-86

    3. Using Deception in Markov Game to Understand Adversarial Behaviors Through a Capture-The-Flag Environment

      • Siddhant Bhambri, Purv Chauhan, Frederico Araujo, Adam Doupé, Subbarao Kambhampati
      Pages 87-106

    4. Robust Moving Target Defense Against Unknown Attacks: A Meta-reinforcement Learning Approach

      • Henger Li, Zizhan Zheng
      Pages 107-126

  4. Security Games

    1. Front Matter

      Pages 127-127
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    2. Synchronization in Security Games

      • Stefan Rass, Sandra König
      Pages 129-148

    3. Multiple Oracle Algorithm to Solve Continuous Games

      • Tomáš Kroupa, Tomáš Votroubek
      Pages 149-167

    4. Optimal Pursuit of Surveilling Agents Near a High Value Target

      • Shivam Bajaj, Shaunak D. Bopardikar
      Pages 168-187

  5. Adversarial Learning and Optimization

    1. Front Matter

      Pages 189-189
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    2. On Poisoned Wardrop Equilibrium in Congestion Games

      • Yunian Pan, Quanyan Zhu
      Pages 191-211

    3. Reward Delay Attacks on Deep Reinforcement Learning

      • Anindya Sarkar, Jiarui Feng, Yevgeniy Vorobeychik, Christopher Gill, Ning Zhang
      Pages 212-230

    4. An Exploration of Poisoning Attacks on Data-Based Decision Making

      • Sarah Eve Kinsey, Wong Wai Tuck, Arunesh Sinha, Thanh H. Nguyen
      Pages 231-252

  6. Novel Applications and New Game Models

    1. Front Matter

      Pages 253-253
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    2. A Network Centrality Game for Epidemic Control

      • Olivier Tsemogne, Willie Kouam, Ahmed H. Anwar, Yezekael Hayel, Charles Kamhoua, Gabriel Deugoué
      Pages 255-273

    3. Optimizing Intrusion Detection Systems Placement Against Network Virus Spreading Using a Partially Observable Stochastic Minimum-Threat Path Game

      • Olivier Tsemogne, Yezekael Hayel, Charles Kamhoua, Gabriel Deugoué
      Pages 274-296
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  1. Decision and Game Theory for Security

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About this book

This book constitutes the refereed proceedings of the 13th International Conference on Decision and Game Theory for Security, GameSec 2022, held in October 2022 in Pittsburgh, PA, USA. The 15 full papers presented were carefully reviewed and selected from 39 submissions. The papers are grouped thematically on: deception in security; planning and learning in dynamic environments; security games; adversarial learning and optimization; novel applications and new game models.

Editors and Affiliations

  • Carnegie Mellon University, Pittsburgh, USA

    Fei Fang

  • University of Chicago, Chicago, USA

    Haifeng Xu

  • Université d'Avignon, Avignon, France

    Yezekael Hayel

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