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Information Fusion in Distributed Sensor Networks with Byzantines

Information Fusion in Distributed Sensor Networks with Byzantines

von: Andrea Abrardo, Mauro Barni, Kassem Kallas, Benedetta Tondi

Springer-Verlag, 2020

ISBN: 9789813290013 , 109 Seiten

Format: PDF

Kopierschutz: DRM

Windows PC,Mac OSX Apple iPad, Android Tablet PC's

Preis: 117,69 EUR

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Information Fusion in Distributed Sensor Networks with Byzantines


 


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.