Renyi Differential Privacy in the Shuffle Model: Enhanced Amplification Bounds

E Chen, Yang Cao, Yifei Ge

The shuffle model of Differential Privacy (DP) has gained significant attention in privacy-preserving data analysis due to its remarkable tradeoff between privacy and utility. It i…