PRECAD: Privacy-Preserving and Robust Federated Learning via Crypto-Aided Differential Privacy

Xiaolan Gu, Ming Li, Li Xiong

Federated Learning (FL) allows multiple participating clients to train machine learning models collaboratively by keeping their datasets local and only exchanging model updates. Ex…