Mohlo by sa vám tiež páčiť

Viac informácií o knihe Security and Privacy in Federated Learning

• Parametre knihy
• Anotácia kniha
• Obľúbené z iného súdka

Nákupom získate 480 bodov

Anotácia knihy

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.

Parametre knihy

Zaradenie knihy Knihy po anglicky Computing & information technology Computer security

• Celý názov: Security and Privacy in Federated Learning
• Autor: Shui Yu, Lei Cui
• Jazyk: Angličtina
• Väzba: Brožovaná
• Počet strán: 133
• EAN: 9789811986949
• ID: 44808667
• Nakladateľ: Springer, Berlin
• Rozmery: 235 × 155 mm
• Dátum vydania: 25. March 2024

---

---

---