Secure Networked Inference with Unreliable Data Sources
Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney.
Informasi Umum
Kode
21.21.1615
Klasifikasi
004.6 - Data communications, computer communications
Jenis
Buku - Elektronik (E-Book)
Subjek
Network
No. Rak
Dilihat
122 kali
Informasi Lainnya
Abstraksi
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.
Koleksi & Sirkulasi
Tersedia 1 dari total 1 Koleksi
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Pengarang
| Nama | Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney. |
| Jenis | Perorangan |
| Penyunting | |
| Penerjemah |
Penerbit
| Nama | Springer Nature Singapore Pte Ltd. |
| Kota | Singapore |
| Tahun | 2018 |
Sirkulasi
| Harga sewa | IDR 0,00 |
| Denda harian | IDR 0,00 |
| Jenis | Non-Sirkulasi |
