Implementation for our manuscript Robust Federated Learning against Noisy Clients via Masked Optimization, which is currently under review for journal.
The arxiv version is available via this link.
- FedAvg
- TrimmedMean
- Median
- Krum
- maskedOptim (the proposed method)
To evaluate these methods, you can modify the method configuration in eval.sh.
CIFAR-10, CIFAR-N-10, AGNews For Clothing1M, please refer to our another open-sourced code base for further experiments.