Decision and Game Theory for Security
Springer International Publishing (Verlag)
978-3-030-90369-5 (ISBN)
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.
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.
| Erscheinungsdatum | 02.11.2021 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science | Security and Cryptology |
| Zusatzinfo | XIII, 379 p. 88 illus., 76 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 605 g |
| Themenwelt | Informatik ► Netzwerke ► Sicherheit / Firewall |
| Schlagworte | Applications • Artificial Intelligence • computer crime • Computer Networks • Computer Science • Computer Security • Computer systems • computer vision • conference proceedings • cryptography • Data Security • Economics • Education • Engineering • Game Theory • Human-Computer Interaction (HCI) • Informatics • Internet • Mathematics • Nash Equilibrium • Network Protocols • Network Security • Research • User Interfaces |
| ISBN-10 | 3-030-90369-9 / 3030903699 |
| ISBN-13 | 978-3-030-90369-5 / 9783030903695 |
| Zustand | Neuware |
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