Leveraging Adversarial Examples to Quantify Membership Information Leakage

Ganesh Del Grosso, Hamid Jalalzai, Georg Pichler +2

The use of personal data for training machine learning systems comes with a privacy threat and measuring the level of privacy of a model is one of the major challenges in machine l…