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13th GameSec 2022: Pittsburgh, PA, USA
- Fei Fang, Haifeng Xu, Yezekael Hayel:
Decision and Game Theory for Security - 13th International Conference, GameSec 2022, Pittsburgh, PA, USA, October 26-28, 2022, Proceedings. Lecture Notes in Computer Science 13727, Springer 2023, ISBN 978-3-031-26368-2
Deception in Security
- Thanh Hong Nguyen, Amulya Yadav:
The Risk of Attacker Behavioral Learning: Can Attacker Fool Defender Under Uncertainty? 3-22 - Ryan Gabrys, Mark Bilinski, Justin Mauger, Daniel Silva, Sunny Fugate:
Casino Rationale: Countering Attacker Deception in Zero-Sum Stackelberg Security Games of Bounded Rationality. 23-43 - Md. Abu Sayed, Ahmed H. Anwar, Christopher Kiekintveld, Branislav Bosanský, Charles A. Kamhoua:
Cyber Deception Against Zero-Day Attacks: A Game Theoretic Approach. 44-63
Planning and Learning in Dynamic Environments
- Jie Fu:
On Almost-Sure Intention Deception Planning that Exploits Imperfect Observers. 67-86 - Siddhant Bhambri, Purv Chauhan, Frederico Araujo, Adam Doupé, Subbarao Kambhampati:
Using Deception in Markov Game to Understand Adversarial Behaviors Through a Capture-The-Flag Environment. 87-106 - Henger Li, Zizhan Zheng:
Robust Moving Target Defense Against Unknown Attacks: A Meta-reinforcement Learning Approach. 107-126
Security Games
- Stefan Rass, Sandra König:
Synchronization in Security Games. 129-148 - Tomás Kroupa, Tomás Votroubek:
Multiple Oracle Algorithm to Solve Continuous Games. 149-167 - Shivam Bajaj, Shaunak D. Bopardikar:
Optimal Pursuit of Surveilling Agents Near a High Value Target. 168-187
Adversarial Learning and Optimization
- Yunian Pan, Quanyan Zhu:
On Poisoned Wardrop Equilibrium in Congestion Games. 191-211 - Anindya Sarkar, Jiarui Feng, Yevgeniy Vorobeychik, Christopher D. Gill, Ning Zhang:
Reward Delay Attacks on Deep Reinforcement Learning. 212-230 - Sarah Eve Kinsey, Wong Wai Tuck, Arunesh Sinha, Thanh Hong Nguyen:
An Exploration of Poisoning Attacks on Data-Based Decision Making. 231-252
Novel Applications and New Game Models
- Olivier Tsemogne, Willie Kouam, Ahmed H. Anwar, Yezekael Hayel, Charles A. Kamhoua, Gabriel Deugoue:
A Network Centrality Game for Epidemic Control. 255-273 - Olivier Tsemogne, Yezekael Hayel, Charles A. Kamhoua, Gabriel Deugoue:
Optimizing Intrusion Detection Systems Placement Against Network Virus Spreading Using a Partially Observable Stochastic Minimum-Threat Path Game. 274-296 - Sanjay Bhattacherjee, Palash Sarkar:
Voting Games to Model Protocol Stability and Security of Proof-of-Work Cryptocurrencies. 297-318
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