FilterFL: Knowledge Filtering-based Data-Free Backdoor Defense for Federated Learning

Yanxin Yang, Ming Hu, Xiaofei Xie +4

As a distributed machine learning paradigm, Federated Learning (FL) enables large-scale clients to collaboratively train a model without sharing their raw data. However, due to the…