Overview
- An essential introduction to adversarial information fusion
- Offers a valuable point of departure for researchers new to the field
- Details attacks and defenses in connection with distributed sensor networks
Part of the book series: Signals and Communication Technology (SCT)
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Table of contents (7 chapters)
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Front Matter
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Back Matter
Keywords
About this book
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.Authors and Affiliations
Bibliographic Information
Book Title: Information Fusion in Distributed Sensor Networks with Byzantines
Authors: Andrea Abrardo, Mauro Barni, Kassem Kallas, Benedetta Tondi
Series Title: Signals and Communication Technology
DOI: https://doi.org/10.1007/978-981-32-9001-3
Publisher: Springer Singapore
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer Nature Singapore Pte Ltd. 2021
Hardcover ISBN: 978-981-32-9000-6Published: 15 July 2020
Softcover ISBN: 978-981-32-9003-7Published: 26 August 2021
eBook ISBN: 978-981-32-9001-3Published: 14 July 2020
Series ISSN: 1860-4862
Series E-ISSN: 1860-4870
Edition Number: 1
Number of Pages: XIX, 109
Number of Illustrations: 11 b/w illustrations, 15 illustrations in colour
Topics: Signal, Image and Speech Processing, Systems and Data Security, Security Science and Technology