Description

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.


Information Fusion in Distributed Sensor Networks with Byzantines

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£109.99

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Paperback / softback by Andrea Abrardo , Mauro Barni

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Short Description:

This book reviews the most powerful attack strategies and potential defense mechanisms, always approaching the interplay between the Fusion Center... Read more

    Publisher: Springer Verlag, Singapore
    Publication Date: 26/08/2021
    ISBN13: 9789813290037, 978-9813290037
    ISBN10: 981329003X

    Number of Pages: 109

    Non Fiction , Technology, Engineering & Agriculture , Education

    Description

    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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