Data & IT
Secure Networked Inference with Unreliable Data Sources
Aditya Vempaty • Bhavya Kailkhura • Pramod K Varshney
Inbunden
1519:-
Uppskattad leveranstid 10-16 arbetsdagar
Fri frakt för medlemmar vid köp för minst 249:-
Andra format:
- Pocket/Paperback 1519:-
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.
- Format: Inbunden
- ISBN: 9789811323119
- Språk: Engelska
- Antal sidor: 208
- Utgivningsdatum: 2018-09-14
- Förlag: Springer Verlag, Singapore