Information Fusion in Distributed Sensor Networks with Byzantines

di Andrea Abrardo (Autore)

Mauro Barni (Autore)

Kassem Kallas (Autore)

Springer Verlag, Singapore, 2021

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.

• Autore: Andrea Abrardo, Mauro Barni, Kassem Kallas
• Editore: Springer Verlag, Singapore
• Collana: Signals and Communication Technology
• Anno: 2021
• Rilegatura: Paperback / softback
• Pagine: 109 p.
• Dimensioni: 235 x 155 mm
• EAN: 9789813290037

Testo in English