Robust Deep Learning Models Against Semantic-Preserving Adversarial Attack

Dashan Gao, Yunce Zhao, Yinghua Yao +3

Deep learning models can be fooled by small $l_p$-norm adversarial perturbations and natural perturbations in terms of attributes. Although the robustness against each perturbation…