Gradient Purification: Defense Against Poisoning Attack in Decentralized Federated Learning

Bin Li, Xiaoye Miao, Yan Zhang +1

Decentralized federated learning (DFL) is inherently vulnerable to data poisoning attacks, as malicious clients can transmit manipulated gradients to neighboring clients. Existing…