PrivFL: Practical Privacy-preserving Federated Regressions on High-dimensional Data over Mobile Networks

Kalikinkar Mandal, Guang Gong

Federated Learning (FL) enables a large number of users to jointly learn a shared machine learning (ML) model, coordinated by a centralized server, where the data is distributed ac…