Security and Privacy in Federated Learning

by Shui Yu and Lei Cui

Book Overview

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...

• Format: Paperback
• Language: English
• ISBN: 9811986940
• ISBN13: 9789811986949
• Release Date: March 2024
• Publisher: Springer
• Length: 133 Pages