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Secure Networked Inference with Unreliable Data Sources

Language EnglishEnglish
Book Paperback
Book Secure Networked Inference with Unreliable Data Sources Aditya Vempaty
Libristo code: 21379889
Publishers Springer Verlag, Singapore, February 2019
The book presents theory and algorithms for secure networked inference in the presence of Byzantines... Full description
? points 263 b
108.47 €
212.15  лв
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The book presents theory and algorithms for secure networked inference in the presence of Byzantines. It derives fundamental limits of networked inference in the presence of Byzantine data and designs robust strategies to ensure reliable performance for several practical network architectures. In particular, it addresses inference (or learning) processes such as detection, estimation or classification, and parallel, hierarchical, and fully decentralized (peer-to-peer) system architectures. Furthermore, it discusses a number of new directions and heuristics to tackle the problem of design complexity in these practical network architectures for inference.

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About the book

Full name Secure Networked Inference with Unreliable Data Sources
Author Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney
Language English
Binding Book - Paperback
Date of issue 2019
Number of pages 208
EAN 9789811347658
ISBN 9811347654
Libristo code 21379889
Publishers Springer Verlag, Singapore
Weight 454
Dimensions 155 x 235 x 13

Categories

Computing & Information Technology > Computer hardware > Network hardware
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