Decision and Game Theory for Security
Description
This book constitutes the refereed proceedings of the 15th International Conference on Decision and Game Theory for Security, GameSec 2024, which took place in New York City, USA, in October 2024.
The 15 full papers included in this book were carefully reviewed and selected from 27 submissions. They were organized in topical sections as follows: systems security; economics; equilibrium and control; cyber deception; network and privacy; adversarial machine learning; and cyber-physical systems.
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Content
Systems Security.- Intrusion Tolerance as a Two-Level Game.- MEGA-PT: A Meta-Game Framework for Agile Penetration Testing.- The Price of Pessimism for Automated Defense.- Economics.- Ransom Roulette: Learning the Games Behind Cyber Extortion.- How Much Should I Double Spend My Bitcoin? Game theory of Quantum Mining.- Equilibrium and Control.- Fast Complete Algorithm for Multiplayer Nash Equilibrium.- Contested Logistics: A Game-Theoretic Approach.- Cyber Deception.- On Countering Ransomware Attacks using Strategic Deception.- A Decentralized Shotgun Approach for Team Deception.- Network and Privacy.- Extended Horizons: Multi-hop Awareness in Network Games.- FlipDyn in Graphs: Resource Takeover Games in Graphs.- Effective Anonymous Messaging: the Role of Altruism.- Adversarial Machine Learning.- Towards a Game-theoretic Understanding of Explanation-based Membership Inference Attacks.- Cyber-Physical Systems.- Defending Against APT Attacks in Robots: A Multi-phase Gametheoretical Approach.- Multimodal Anomaly Detection for Autonomous Cyber-Physical Systems Empowering Real-World Evaluation.