Utility-Optimized Local Differential Privacy Mechanisms for Distribution Estimation

Takao Murakami, Yusuke Kawamoto

LDP (Local Differential Privacy) has been widely studied to estimate statistics of personal data (e.g., distribution underlying the data) while protecting users' privacy. Although…