Confined Gradient Descent: Privacy-preserving Optimization for Federated Learning

Yanjun Zhang, Guangdong Bai, Xue Li +2

Federated learning enables multiple participants to collaboratively train a model without aggregating the training data. Although the training data are kept within each participant…