Additive Logistic Mechanism for Privacy-Preserving Self-Supervised Learning

Yunhao Yang, Parham Gohari, Ufuk Topcu

We study the privacy risks that are associated with training a neural network's weights with self-supervised learning algorithms. Through empirical evidence, we show that the fine-…