Are Transformers More Robust Than CNNs?
Following shao2021adversarial , we first report the robustness of ResNet-50 and DeiT-S on defending towards AutoAttack. This is primarily as a consequence of that each models are usually not adversarially educated Goodfellow2015 ; Madry2018 , which is an efficient way to secure model robustness against adversarial assaults, and we’ll examine it subsequent. S is the allowed perturbation vary. 2020fast ; […]