Privacy Risks of Securing Machine Learning Models against Adversarial Examples

Liwei Song, Reza Shokri, Prateek Mittal

The arms race between attacks and defenses for machine learning models has come to a forefront in recent years, in both the security community and the privacy community. However, o…