femnist

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A PyTorch framework for federated learning. This is a very basic framework.

scaffold cnn mnist resnet mlp cifar-10 fashion-mnist cifar-100 federated-learning fedavg feddyn femnist

Cross-silo federated learning on FEMNIST with membership inference attacks, Record-Level DP-SGD, Subject-Level DP, and privacy–utility analysis.

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