Differentially Private Federated Learning: Servers Trustworthiness, Estimation, and Statistical Inference

Zhe Zhang, Ryumei Nakada, Linjun Zhang

Differentially private federated learning is crucial for maintaining privacy in distributed environments. This paper investigates the challenges of high-dimensional estimation and…