Applies quantitative models derived from decision, control and game theories to understanding diverse network security problems.Hinweis: Dieser Artikel kann nur an eine deutsche Lieferadresse ausgeliefert werden.
Tansu Alpcan is an Assistant Professor at the Technical University of Berlin, and is concurrently affiliated with Deutsche Telekom Laboratories. His research involves applications of distributed decision making, game theory, and control to various security and resource allocation problems in complex and networked systems. Dr Alpcan is the recipient of multiple research awards from the University of Illinois, where he obtained his PhD degree, and has numerous publications in security, networking, control, and game theory.
Inhaltsangabe
Preface Notation Part I. Introduction: 1. Introduction 2. Network security concepts Part II. Security Games: 3. Deterministic security games 4. Stochastic security games 5. Security games with information limitations Part III. Decision Making for Network Security: 6. Security risk management 7. Resource allocation for security 8. Usability, trust, and privacy Part IV. Security Attack and Intrusion Detection: 9. Machine learning for intrusion and anomaly detection 10. Hypothesis testing for attack detection A. Optimization, game theory, and optimal & robust control References Index.
Preface Notation Part I. Introduction: 1. Introduction 2. Network security concepts Part II. Security Games: 3. Deterministic security games 4. Stochastic security games 5. Security games with information limitations Part III. Decision Making for Network Security: 6. Security risk management 7. Resource allocation for security 8. Usability, trust, and privacy Part IV. Security Attack and Intrusion Detection: 9. Machine learning for intrusion and anomaly detection 10. Hypothesis testing for attack detection A. Optimization, game theory, and optimal & robust control References Index.
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