Masked Optimization

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.

Supported Methods in this code base

• FedAvg
• TrimmedMean
• Median
• Krum
• maskedOptim (the proposed method)

To evaluate these methods, you can modify the method configuration in eval.sh.

Datasets

CIFAR-10, CIFAR-N-10, AGNews For Clothing1M, please refer to our another open-sourced code base for further experiments.