Reveal of Vision Transformers Robustness against Adversarial Attacks

Ahmed Aldahdooh, Wassim Hamidouche, Olivier Deforges

The major part of the vanilla vision transformer (ViT) is the attention block that brings the power of mimicking the global context of the input image. For better performance, ViT…