Haobo Qi

Privacy Protection and Statistical Efficiency Trade-Off for Federated Learning

2025 · INFORMS journal on computing

Federated learning is a novel framework for distributed learning, which aims to break isolated data islands, as well as protect data privacy. To further prevent privacy leakage by specially crafted attacks, differential privacy is often …