Security and Privacy in Federated Learning
Produktnummer:
18097c94c82c92495e9a8fa1bde9224a82
| Autor: | Cui, Lei Yu, Shui |
|---|---|
| Themengebiete: | Attacks and counter attacks Federated learning GAN attacks Homomorphic encryption Inference attacks Multiple party computing Poison attacks Security and privacy |
| Veröffentlichungsdatum: | 10.03.2023 |
| EAN: | 9789811986925 |
| Sprache: | Englisch |
| Seitenzahl: | 133 |
| Produktart: | Unbekannt |
| Verlag: | Springer Singapore |
Produktinformationen "Security and Privacy in Federated Learning"
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.
Sie möchten lieber vor Ort einkaufen?
Sie haben Fragen zu diesem oder anderen Produkten oder möchten einfach gerne analog im Laden stöbern? Wir sind gerne für Sie da und beraten Sie auch telefonisch.
Juristische Fachbuchhandlung
Georg Blendl
Parcellistraße 5 (Maxburg)
8033 München
Montag - Freitag: 8:15 -18 Uhr
Samstags geschlossen