Membership Privacy Protection for Image Translation Models via Adversarial Knowledge Distillation

Saeed Ranjbar Alvar, Lanjun Wang, Jian Pei +1

Image-to-image translation models are shown to be vulnerable to the Membership Inference Attack (MIA), in which the adversary's goal is to identify whether a sample is used to trai…