On the Robustness of Vision Transformers to Adversarial Examples

Kaleel Mahmood, Rigel Mahmood, Marten van Dijk

Recent advances in attention-based networks have shown that Vision Transformers can achieve state-of-the-art or near state-of-the-art results on many image classification tasks. Th…