From Randomized Response to Randomized Index: Answering Subset Counting Queries with Local Differential Privacy

Qingqing Ye, Liantong Yu, Kai Huang +3

Local Differential Privacy (LDP) is the predominant privacy model for safeguarding individual data privacy. Existing perturbation mechanisms typically require perturbing the origin…