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Secure Networked Inference with Unreliable Data Sources (Hardcover, 1st ed. 2018) Loot Price: R2,937
Discovery Miles 29 370
Repayment Terms: R275 pm x 12*
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Secure Networked Inference with Unreliable Data Sources (Hardcover, 1st ed. 2018): Aditya Vempaty, Bhavya Kailkhura, Pramod K....

Secure Networked Inference with Unreliable Data Sources (Hardcover, 1st ed. 2018)

Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney

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Loot Price R2,937 Discovery Miles 29 370 | Repayment Terms: R275 pm x 12*

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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.

General

Imprint: Springer Verlag, Singapore
Country of origin: Singapore
Release date: September 2018
First published: 2018
Authors: Aditya Vempaty • Bhavya Kailkhura • Pramod K. Varshney
Dimensions: 235 x 155mm (L x W)
Format: Hardcover
Pages: 208
Edition: 1st ed. 2018
ISBN-13: 978-981-13-2311-9
Categories: Books > Reference & Interdisciplinary > Communication studies > Coding theory & cryptology
Books > Computing & IT > General theory of computing > Mathematical theory of computation
Books > Computing & IT > Computer communications & networking > Network security
Books > Computing & IT > Internet > Network computers
Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematics for scientists & engineers
Books > Professional & Technical > Electronics & communications engineering > Communications engineering / telecommunications > General
Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Applied optics > General
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LSN: 981-13-2311-9
Barcode: 9789811323119

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