Differentially Private Bootstrap: New Privacy Analysis and Inference Strategies

Zhanyu Wang, Guang Cheng, Jordan Awan

Differentially private (DP) mechanisms protect individual-level information by introducing randomness into the statistical analysis procedure. Despite the availability of numerous…