Differentially Private Multivariate Statistics with an Application to Contingency Table Analysis

Minwoo Kim, Jonghyeok Lee, Seung Woo Kwak +1

Differential privacy (DP) has become a rigorous central concept for privacy protection in the past decade. We use Gaussian differential privacy (GDP) in gauging the level of privac…