Information Fusion in Distributed Sensor Networks with Byzantines by Andrea Abrardo

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Information Fusion in Distributed Sensor Networks with Byzantines by Andrea Abrardo

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.


SKU Unavailable
ISBN 13 9789813290006
ISBN 10 9813290005
Title Information Fusion in Distributed Sensor Networks with Byzantines
Author Andrea Abrardo
Series Signals And Communication Technology
Condition Unavailable
Binding Type Hardback
Publisher Springer Verlag, Singapore
Year published 2020-07-15
Number of pages 109
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.