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211103 ||| eng |
| 020 |
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|a 9783030903701
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| 100 |
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|a Bošanský, Branislav
|e [editor]
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| 245 |
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|a Decision and Game Theory for Security
|h Elektronische Ressource
|b 12th International Conference, GameSec 2021, Virtual Event, October 25–27, 2021, Proceedings
|c edited by Branislav Bošanský, Cleotilde Gonzalez, Stefan Rass, Arunesh Sinha
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| 250 |
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|a 1st ed. 2021
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| 260 |
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|a Cham
|b Springer International Publishing
|c 2021, 2021
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| 300 |
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|a XIII, 379 p. 88 illus., 76 illus. in color
|b online resource
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| 505 |
0 |
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|a 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
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| 653 |
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|a Artificial Intelligence
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| 653 |
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|a Computers
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| 653 |
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|a Application software
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| 653 |
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|a Computer networks
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| 653 |
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|a Computer Engineering and Networks
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| 653 |
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|a Data protection
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| 653 |
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|a Artificial intelligence
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| 653 |
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|a Computer engineering
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| 653 |
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|a Computer and Information Systems Applications
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| 653 |
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|a Data and Information Security
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| 653 |
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|a Computing Milieux
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| 700 |
1 |
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|a Gonzalez, Cleotilde
|e [editor]
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| 700 |
1 |
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|a Rass, Stefan
|e [editor]
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| 700 |
1 |
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|a Sinha, Arunesh
|e [editor]
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| 041 |
0 |
7 |
|a eng
|2 ISO 639-2
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| 989 |
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|b Springer
|a Springer eBooks 2005-
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| 490 |
0 |
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|a Security and Cryptology
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| 028 |
5 |
0 |
|a 10.1007/978-3-030-90370-1
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| 856 |
4 |
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|u https://doi.org/10.1007/978-3-030-90370-1?nosfx=y
|x Verlag
|3 Volltext
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| 082 |
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|a 005.8
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| 520 |
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|a 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
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