Könyv Secure Networked Inference with Unreliable Data Sources Aditya Vempaty

Secure Networked Inference with Unreliable Data Sources

Nyelv: Angol
Kötés: Puha kötésű
Elérhetőség: Beszállítói készleten
Küldés 8-11 napon belül
38 357 Ft
The book presents theory and algorithms for secure networked inference in the presence of Byzantines...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2019
oldal
208
EAN
9789811347658
ISBN
9811347654
Enbook ID
21379889
Súly
454
Méretek
155 x 235 x 13

Teljes leírás

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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