Secure Networked Inference with Unreliable Data Sources اقرأ

Isbn 10: 9811347654

ISBN 13: 978-9811347658

Aditya Vempaty Secure Networked Inference with Unreliable Data Sources kindle اقرأ

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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.

مؤلف :Aditya Vempaty Bhavya Kailkhura Pramod K Varshney
Isbn 10 :9811347654
ISBN 13 :978-9811347658
عدد الصفحات :208 صفحات
الناشر :Springer Verlag, Singapore؛ إصدار Softcover reprint of the original 1st ed. 2018
لغة :English
الأبعاد والأبعاد :15.5 x 1.3 x 23.5 cm
وزن :349 g
نشرت من قبل Secure Networked Inference with Unreliable Data Sources:1 فبراير، 2019