Ömer Faruk Tal

Adversarial Robustness of Discriminative Self-Supervised Learning in Vision

Self-supervised learning (SSL) has advanced significantly in visual representation learning, yet comprehensive evaluations of its adversarial robustness remain limited. In this study, we evaluate the adversarial robustness of seven discriminative self-supervised models and one supervised model acros…