Bo Du*

Fisher Calibration for Backdoor-Robust Heterogeneous Federated Learning

"Federated learning presents massive potential for privacy-friendly vision task collaboration. However, the federated visual performance is deeply affected by backdoor attacks, where malicious clients optimize on triggered samples to mislead the global model into targeted mispredictions. Existing ba…