Trade-off in Estimating the Number of Byzantine Clients in Federated Learning

Ziyi Chen, Su Zhang, Heng Huang

Federated learning has attracted increasing attention at recent large-scale optimization and machine learning research and applications, but is also vulnerable to Byzantine clients…