Byzantine-robust Federated Learning through Collaborative Malicious Gradient Filtering

Jian Xu, Shao-Lun Huang, Linqi Song +1

Gradient-based training in federated learning is known to be vulnerable to faulty/malicious clients, which are often modeled as Byzantine clients. To this end, previous work either…