Federated Learning Attacks and Defenses: A Survey
Author:
Affiliation:
1. Jinan University,Guangzhou,China,510632
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10020192/10020156/10020431.pdf?arnumber=10020431
Reference102 articles.
1. User label leakage from gradients in federated learning;wainakh,2021
2. TBT: Targeted Neural Network Attack With Bit Trojan
3. Privacy in pharmacogenetics: An End-to-End case study of personalized warfarin dosing;fredrikson;23rd USENIX Security Symposium,2014
4. BadNets: Evaluating Backdooring Attacks on Deep Neural Networks
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