Exploring Adversarial Attacks and Defenses in Vision Transformers trained with DINO

Javier Rando, Nasib Naimi, Thomas Baumann +1

This work conducts the first analysis on the robustness against adversarial attacks on self-supervised Vision Transformers trained using DINO. First, we evaluate whether features l…