Network security : a decision and game-theoretic approach / Tansu Alpcan and Tamer Başar.

Format:

Book

Author/Creator:

Alpcan, Tansu, 1975-

Contributor:

Başar, Tamer.

Sabin W. Colton, Jr., Memorial Fund.

Language:

English

Subjects (All):

Computer networks--Security measures.

Computer networks.

Game theory.

Physical Description:

xiv, 314 pages : illustrations ; 26 cm

Place of Publication:

Cambridge, UK ; New York : Cambridge University Press, 2011.

Summary:

"Covering attack detection, malware response, algorithm and mechanism design, privacy, and risk management, this comprehensive work applies unique quantitative models derived from decision, control, and game theories to understanding diverse network security problems. It provides the reader with a system-level theoretical understanding of network security, and is essential reading for researchers interested in a quantitative approach to key incentive and resource allocation issues in the field. It also provides practitioners with an analytical foundation that is useful for formalising decision-making processes in network security"--Provided by publisher.

"Network security is an important, challenging, and multi-dimensional research field.In its study, theory and practice should function together as parts of a feedback loop.Game, optimization, and control theories, among others, provide a mathematical foundation to formalize the multitude of decision-making processes in network security. The analytical approaches and quantitative frameworks presented lead to better allocation of limited resources and result in more informed responses to security problems in complex networked systems and organizations"--Provided by publisher.

Contents:

Machine generated contents note: 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.

Notes:

Includes bibliographical references and index.

Local Notes:

Acquired for the Penn Libraries with assistance from the Sabin W. Colton, Jr., Memorial Fund.

ISBN:

0521119324

9780521119320

OCLC:

644662962

Publisher Number:

99945274122