Tao Song*

SkyMask: Attack-agnostic Robust Federated Learning with Fine-grained Learnable Masks

"Federated Learning (FL) is becoming a popular paradigm for leveraging distributed data and preserving data privacy. However, due to the distributed characteristic, FL systems are vulnerable to Byzantine attacks that compromised clients attack the global model by uploading malicious model updates. W…