PPFL: Privacy-preserving Federated Learning with Trusted Execution Environments

Fan Mo, Hamed Haddadi, Kleomenis Katevas +3

We propose and implement a Privacy-preserving Federated Learning ($PPFL$) framework for mobile systems to limit privacy leakages in federated learning. Leveraging the widespread pr…