Are Transformers Extra Strong Than CNNs?
Following shao2021adversarial , we first report the robustness of ResNet-50 and DeiT-S on defending towards AutoAttack. That is primarily resulting from that both fashions aren’t adversarially trained Goodfellow2015 ; Madry2018 , which is an efficient solution to secure mannequin robustness towards adversarial attacks, and we will study it subsequent. S is the allowed perturbation range. 2020fast ; xie2020smooth , each […]