Information Fusion in Distributed Sensor Networks with Byzantines

Andrea Abrardo

ISBN 10: 9813290005 / ISBN 13: 9789813290006

Verlag: Springer Nature Singapore, Springer Nature Singapore, 2020

Beschreibung

Druck auf Anfrage Neuware - Printed after ordering - 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.

Bestandsnummer des Verkäufers 9789813290006

Bibliografische Details

• Titel: Information Fusion in Distributed Sensor Networks with Byzantines
• Verlag: Springer Nature Singapore, Springer Nature Singapore
• Erscheinungsjahr: 2020
• Sprache: Englisch
• ISBN-10: 9813290005
• ISBN-13: 9789813290006
• Einband: Buch
• Zustand: Neu
• Abmessungen: 241B x 160 H x 13 T Millimeter Breite: 241 mm, Höhe: 160 mm, Tiefe: 13 mm
• Gewicht: 371 Gramm

Über diesen Titel

Inhaltsangabe

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.