Distribution inference risks: Identifying and mitigating sources of leakage

Valentin Hartmann, Léo Meynent, Maxime Peyrard +3

A large body of work shows that machine learning (ML) models can leak sensitive or confidential information about their training data. Recently, leakage due to distribution inferen…