Information Fusion in Distributed Sensor Networks with Byzantines (Signals and Communication Technology) - Hardcover

Book 168 of 180: Signals and Communication Technology

Abrardo, Andrea; Barni, Mauro; Kallas, Kassem; Tondi, Benedetta

 
9789813290006: Information Fusion in Distributed Sensor Networks with Byzantines (Signals and Communication Technology)

Synopsis

This book reviews the most powerful attack strategies and potential defense mechanisms, always approaching the interplay between the Fusion Center and the Byzantines from a game-theoretic perspective. For each of the settings considered, the equilibria of the game and the corresponding payoffs are derived, shedding new light on the achievable performance level and the impact that the presence of the Byzantines has on the accuracy of decisions made by the Fusion Center.

Accordingly, the book offers a simple yet effective introduction to the emerging field of adversarial information fusion, providing a wealth of intuitive take-home lessons for practitioners interested in applying the most basic notions to the design of practical systems, while at the same time introducing researchers and other readers to the mathematical details behind the theory.


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From the Back Cover

This book reviews the most powerful attack strategies and potential defense mechanisms, always approaching the interplay between the Fusion Center and the Byzantines from a game-theoretic perspective. For each of the settings considered, the equilibria of the game and the corresponding payoffs are derived, shedding new light on the achievable performance level and the impact that the presence of the Byzantines has on the accuracy of decisions made by the Fusion Center.

Accordingly, the book offers a simple yet effective introduction to the emerging field of adversarial information fusion, providing a wealth of intuitive take-home lessons for practitioners interested in applying the most basic notions to the design of practical systems, while at the same time introducing researchers and other readers to the mathematical details behind the theory.

"About this title" may belong to another edition of this title.

Other Popular Editions of the Same Title

9789813290037: Information Fusion in Distributed Sensor Networks with Byzantines (Signals and Communication Technology)

Featured Edition

ISBN 10:  981329003X ISBN 13:  9789813290037
Publisher: Springer, 2021
Softcover