/DP-FedAvg

In this repo. I implement Federated Averaging (FedAvg) and Differential Privacy-FedAvg (DP-FedAvg) algorithms for a distributed learning scenario on CIFAR-10 dataset. I also analyze the impact of privacy on the model’s accuracy and utility.

Primary LanguageJupyter NotebookMIT LicenseMIT

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