Xinpeng Ling

Differentially Private Federated Learning: A Systematic Review

2024 · arXiv (Cornell University)

In recent years, privacy and security concerns in machine learning have promoted trusted federated learning to the forefront of research. Differential privacy has emerged as the de facto standard for privacy protection in federated learning …