Decision and Game Theory for Security : 13th International Conference, GameSec 2022, Pittsburgh, PA, USA, October 26–28, 2022, Proceedings / edited by Fei Fang, Haifeng Xu, Yezekael Hayel.

Format:

Book

Contributor:

Xu, Haifeng, editor.

Hayel, Yezekael, editor.

Fang, Fei, editor.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 13727

Language:

English

Subjects (All):

Data protection.

Computer engineering.

Computer networks.

Artificial intelligence.

Data and Information Security.

Computer Engineering and Networks.

Artificial Intelligence.

Local Subjects:

Data and Information Security.

Computer Engineering and Networks.

Artificial Intelligence.

Physical Description:

1 online resource (324 pages)

Edition:

1st ed. 2023.

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2023.

Summary:

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.

Contents:

Deception in Security

The Risk of Attacker Behavioral Learning: Can Attacker Fool Defender under Uncertainty? .-Casino Rationale: Countering attacker deception in zero-sum Stackelberg security games of bounded rationality

Cyber Deception against Zero-day Attacks: A Game Theoretic Approach

Planning and Learning in Dynamic Enviroments

On Almost-Sure Intention Deception Planning that Exploits Imperfect Observers

Using Deception in Markov Game to Understand Adversarial Behaviors through a Capture-The-Flag Environment

Robust Moving Target Defense against Unknown Attacks: A Meta-Reinforcement Learning Approach

Security Games

Synchronization in Security Games

Multiple Oracle Algorithm to Solve Continuous Games

Optimal Pursuit of Surveilling Agents near a High Value Target

Adversarial Learning and Optimization

On Poisoned Wardrop Equilibrium in Congestion Games

Reward Delay Attacks on Deep Reinforcement Learning

An Exploration of Poisoning Attacks on Data-based Decision Making

Novel Applications and new Game Models

A Network Centrality Game for Epidemic Control

Optimizing Intrusion Detection Systems Placement against Network Virus Spreading using a Partially Observable Stochastic Minimum-Threat Path Game

Voting Games to Model Protocol Stability and Security of Proof-of-Work Cryptocurrencies.

Notes:

Includes index.

Other Format:

Print version: Fang, Fei Decision and Game Theory for Security

ISBN:

9783031263699

3031263693