FedRP: A Communication-Efficient Approach for Differentially Private Federated Learning Using Random Projection

Sina Najafi, Mohammad Hasan Narimani, Mostafa Tavassolipour

Federated learning (FL) enables collaborative model training without centralizing data, but exchanging high-dimensional updates can expose sensitive information and incur substanti…