On the Effects of Adversarial Perturbations on Distribution Robustness

Yipei Wang, Zhaoying Pan, Xiaoqian Wang

Adversarial robustness refers to a model's ability to resist perturbation of inputs, while distribution robustness evaluates the performance of the model under data shifts. Althoug…