Muah Kim

Effects of Quantization on Federated Learning with Local Differential Privacy

2022 · GLOBECOM 2022 - 2022 IEEE Global Communications Conference

Federated learning (FL) enables large-scale machine learning with user data privacy due to its decentralized structure. However, the user data can still be inferred via the shared model updates. To strengthen the privacy, we consider …