Decision and Game Theory for Security

Table of Contents

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   Book Overview
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   Chapter 1 Distributed Generative Adversarial Networks for Anomaly Detection
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   Chapter 2 Learning and Planning in the Feature Deception Problem
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   Chapter 3 A Realistic Approach for Network Traffic Obfuscation Using Adversarial Machine Learning
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   Chapter 4 Adversarial Deep Reinforcement Learning Based Adaptive Moving Target Defense
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   Chapter 5 Lie Another Day: Demonstrating Bias in a Multi-round Cyber Deception Game of Questionable Veracity
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   Chapter 6 Exploiting Bounded Rationality in Risk-Based Cyber Camouflage Games
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   Chapter 7 Farsighted Risk Mitigation of Lateral Movement Using Dynamic Cognitive Honeypots
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   Chapter 8 Harnessing the Power of Deception in Attack Graph-Based Security Games
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    Chapter 9 Decoy Allocation Games on Graphs with Temporal Logic Objectives
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    Chapter 10 Popular Imperceptibility Measures in Visual Adversarial Attacks are Far from Human Perception
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    Chapter 11 Secure Discrete-Time Linear-Quadratic Mean-Field Games
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    Chapter 12 Detection of Dynamically Changing Leaders in Complex Swarms from Observed Dynamic Data
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    Chapter 13 Moving Target Defense for Robust Monitoring of Electric Grid Transformers in Adversarial Environments
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    Chapter 14 Blocking Adversarial Influence in Social Networks
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    Chapter 15 Normalizing Flow Policies for Multi-agent Systems
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    Chapter 16 A Game Theoretic Framework for Software Diversity for Network Security
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    Chapter 17 Partially Observable Stochastic Games for Cyber Deception Against Network Epidemic
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    Chapter 18 Combating Online Counterfeits: A Game-Theoretic Analysis of Cyber Supply Chain Ecosystem
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    Chapter 19 On the Characterization of Saddle Point Equilibrium for Security Games with Additive Utility
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    Chapter 20 MASAGE: Model-Agnostic Sequential and Adaptive Game Estimation
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    Chapter 21 Using One-Sided Partially Observable Stochastic Games for Solving Zero-Sum Security Games with Sequential Attacks
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    Chapter 22 A Data-Driven Distributionally Robust Game Using Wasserstein Distance
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    Chapter 23 Security Games over Lexicographic Orders
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    Chapter 24 Game Theory on Attack Graph for Cyber Deception
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    Chapter 25 Attacking Machine Learning Models for Social Good
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    Chapter 26 A Review of Multi Agent Perimeter Defense Games
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    Chapter 27 Hardware Security and Trust: A New Battlefield of Information
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    Chapter 28 Security Games with Insider Threats
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    Chapter 29 Securing Next-Generation Wireless Networks: Challenges and Opportunities (Extended Abstract)