Enhancing Differentially Private Mechanisms via Empirical Bayes

Minwoo Kim, Junyong Park, Sungkyu Jung

Differential privacy (DP) has become the gold standard for ensuring the privacy protection of machine learning and statistical algorithms in recent decades. A plethora of algorithm…