A Differentially Private Kaplan-Meier Estimator for Privacy-Preserving Survival Analysis

Narasimha Raghavan Veeraragavan, Sai Praneeth Karimireddy, Jan Franz Nygård

This paper presents a differentially private approach to Kaplan-Meier estimation that achieves accurate survival probability estimates while safeguarding individual privacy. The Ka…