Provably Secure Federated Learning against Malicious Clients

Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong

Federated learning enables clients to collaboratively learn a shared global model without sharing their local training data with a cloud server. However, malicious clients can corr…