Cover image for Security and Privacy in Federated Learning
Title:
Security and Privacy in Federated Learning
Author:
Yu, Shui. author. (orcid)
ISBN:
9789811986925
Edition:
1st ed. 2023.
Physical Description:
XII, 133 p. 1 illus. online resource.
Series:
Digital Privacy and Security,
Contents:
Chapter 1. Introduction of Federated Learning -- Chapter 2. Inference Attacks and Counter Attacks in Federated Learning -- Chapter 3. Poisoning Attacks and Counter Attacks in Federated Learning -- Chapter 4. GAN Attacks and Counter Attacks in Federated Learning -- Chapter 5. Differential Privacy in Federated Learning -- Chapter 6. Secure Multi-Party Computation in Federated Learning -- Chapter 7. Secure Data Aggregation in Federated Learning -- Chapter 8. Anonymous Communication and Shuffle Model in Federated Learning -- Chapter 9. The Future Work.
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