Decision and Game Theory for Security - 12th International Conference, GameSec 2021, Virtual Event, October 25-27, 2021, Proceedings

This book constitutes the refereed proceedings of the 12th International Conference on Decision and Game Theory for Security, GameSec 2021,held in October 2021. Due to COVID-19 pandemic the conference was held virtually.
The 20 full papers presented were carefully reviewed and selected from 37 submissions. The papers focus on Theoretical Foundations in Equilibrium Computation; Machine Learning and Game Theory; Ransomware; Cyber-Physical Systems Security; Innovations in Attacks and Defenses.

List of contents

Computing Nash Equilibria in Multiplayer DAG-Structured Stochastic Games with Persistent Imperfect Information.- Two Algorithms for Computing Exact and Approximate Nash Equilibria in Bimatrix Games.- Separable Network Games With Compact Strategy Sets.- Countering Attacker Data Manipulation in Security Games.- Scalable Optimal Classifiers for Adversarial Settings under Uncertainty.- Learning Generative Deception Strategies in Combinatorial Masking Games.- Network Games with Strategic Machine Learning.- No Time To Lie: Bounds on the Learning Rate of a Defender for Inferring Attacker Target Preferences.- When Should You Defend Your Classifier? -- A Game-theoretical Analysis of Countermeasures against Adversarial Examples.- A Mechanism Design Approach to Solve Ransomware Dilemmas.- Winning the Ransomware Lottery.- Combating Ransomware in Internet of Things: A Games-in-Games Approach for Cross-Layer Cyber Defense and Security Investment.

Product details

• Assisted by: Branislav Bo¿anský (Editor), Branislav Bosanský (Editor), Cleotild Gonzalez (Editor), Cleotilde Gonzalez (Editor), Stefan Rass (Editor), Stefan Rass et al (Editor), Arunesh Sinha (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 08.12.2021
• EAN: 9783030903695
• ISBN: 978-3-0-3090369-5
• No. of pages: 379
• Dimensions: 155 mm x 21 mm x 235 mm
• Illustrations: XIII, 379 p. 88 illus., 76 illus. in color.
• Series: Lecture Notes in Computer Science; Security and Cryptology
• Subject: Natural sciences, medicine, IT, technology > IT, data processing > IT