Standard-Deviation-Inspired Regularization for Improving Adversarial Robustness

Olukorede Fakorede, Modeste Atsague, Jin Tian

Adversarial Training (AT) has been demonstrated to improve the robustness of deep neural networks (DNNs) against adversarial attacks. AT is a min-max optimization procedure where i…