Weitere Formate
Softcover - 9789811347658
106,99 €
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Beschreibung
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.
Details
| Verlag | Springer Singapore |
| Ersterscheinung | 14. September 2018 |
| Maße | 23.5 cm x 15.5 cm |
| Gewicht | 506 Gramm |
| Format | Hardcover |
| ISBN-13 | 9789811323119 |
| Auflage | 1st ed. 2018 |
| Seiten | 208 |
Schlagwörter
Coding and Information Theory, Communications Engineering - Networks, Computer Communication Networks, Computersicherheit, Data and Information Security, Digitale Signalverarbeitung (DSP), Elektronik, Informationstheorie, Kodierungstheorie und Verschlüsselung (Kryptologie), Mathematik für Informatiker, Nachrichtententechnik - Telekommunikation, Netzwerk-Hardware, Netzwerksicherheit, Probability and Statistics in Computer Science, Signal - Speech and Image Processing, Wahrscheinlichkeitsrechnung und Statistik
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