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Decision and Game Theory for Security : 12th International Conference, GameSec 2021, Virtual Event, October 25–27, 2021, Proceedings / edited by Branislav Bošanský, Cleotilde Gonzalez, Stefan Rass, Arunesh Sinha

Contributor(s): Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Series: Security and Cryptology ; 13061Publisher: Cham : Springer International Publishing, 2021Publisher: Cham : Imprint: Springer, 2021Edition: 1st ed. 2021Description: 1 Online-Ressource(XIII, 379 p. 88 illus., 76 illus. in color.)ISBN:
  • 9783030903701
Subject(s): Additional physical formats: 9783030903695 | 9783030903718 | Erscheint auch als: 9783030903695 Druck-Ausgabe | Erscheint auch als: 9783030903718 Druck-AusgabeDDC classification:
  • 005.8 23
DOI: DOI: 10.1007/978-3-030-90370-1Online resources: Summary: 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.Summary: 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.PPN: PPN: 1775866084Package identifier: Produktsigel: ZDB-2-LNC | ZDB-2-SCS | ZDB-2-SXCS | ZDB-2-SEB
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