Information Fusion in Distributed Sensor Networks with Byzantines

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

109 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Signals and Communication Technology
• Themen: Technologie, Ingenieurswissenschaft, Landwirtschaft, Industrieprozesse Elektronik, Nachrichtentechnik Elektronik
• ISBN: 9789813290037
• Sprache: Englisch
• Erscheinungsdatum: 26.08.2021
• Größe: 23.5 x 15.5 cm
• Verlag: Springer Singapore