Statistical Privacy Guarantees of Machine Learning Preprocessing Techniques

Ashly Lau, Jonathan Passerat-Palmbach

Differential privacy provides strong privacy guarantees for machine learning applications. Much recent work has been focused on developing differentially private models, however th…