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Information Fusion in Distributed Sensor Networks with Byzantines

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

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Information Fusion in Distributed Sensor Networks with Byzantines

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

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.

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Page Count

120

Publisher

Springer Nature

Published Date

ISBN 10

9813290013

ISBN 13

9789813290013

Information Fusion in Distributed Sensor Networks with Byzantines

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

Write a review Read reviews Take a Quiz Solve Book Puzzle

Information Fusion in Distributed Sensor Networks with Byzantines

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

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.

Average ratings

N/A

5

0%

4

0%

3

0%

2

0%

1

0%

Solve jigsaw puzzle

Age

Page Count

120

Publisher

Springer Nature

Published Date

ISBN 10

9813290013

ISBN 13

9789813290013