Robust Single-message Shuffle Differential Privacy Protocol for Accurate Distribution Estimation

Xiaoguang Li, Hanyi Wang, Yaowei Huang +6

Shuffler-based differential privacy (shuffle-DP) is a privacy paradigm providing high utility by involving a shuffler to permute noisy report from users. Existing shuffle-DP protoc…