Information fusion in distributed sensor networks with Byzantines [electronic resource] / Andrea Abrardo, Mauro Barni, Kassem Kallas, Benedetta Tondi.

Unlimited

Authorized users

Can lend chapters, not whole ebooks

Information fusion in distributed sensor networks with Byzantines [electronic resource] / Andrea Abrardo, Mauro Barni, Kassem Kallas, Benedetta Tondi.

9789813290013 (electronic bk.)
9813290013 (electronic bk.)
9813290005
9789813290006

Singapore : Springer, [2021]

English

1 online resource.

10.1007/978-981-32-9001-3 doi
10.1007/978-981-32-9

TK7872.D48

006.2/5

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.

Includes bibliographical references and index.

Access limited to authorized users.

Signals and communication technology.

Online Resources > Ebooks
All Resources