Security and Privacy in Federated Learning
Shui Yu, Lei Cui
Informasi Umum
Kode
24.21.1756
Klasifikasi
005.8 - Data Security
Jenis
Buku - Elektronik (E-Book)
Subjek
Security Of Information
No. Rak
Tel-U Purwokerto : Rak 2
Tel-U Gedung Manterawu Lantai 5 : Rak 4
Dilihat
112 kali
Informasi Lainnya
Abstraksi
In this book, the authors highlight the latest research findings on the security and privacy of federated learning systems. The main attacks and counterattacks in this booming field are presented to readers in connection with inference, poisoning, generative adversarial networks, differential privacy, secure multi-party computation, homomorphic encryption, and shuffle, respectively.
The book offers an essential overview for researchers who are new to the field, while also equipping them to explore this “uncharted territory.” For each topic, the authors first present the key concepts, followed by the most important issues and solutions, with appropriate references for further reading.
The book is self-contained, and all chapters can be read independently. It offers a valuable resource for master’s students, upper undergraduates, Ph.D. students, and practicing engineers alike.
Koleksi & Sirkulasi
Tersedia 1 dari total 1 Koleksi
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Pengarang
| Nama | Shui Yu, Lei Cui |
| Jenis | Perorangan |
| Penyunting | |
| Penerjemah |
Penerbit
| Nama | Springer Singapore |
| Kota | Singapore |
| Tahun | 2023 |
Sirkulasi
| Harga sewa | IDR 0,00 |
| Denda harian | IDR 0,00 |
| Jenis | Non-Sirkulasi |
