Fighting fire with fire: A spatial-frequency ensemble relation network with generative adversarial learning for adversarial image classification

Wenbo Zheng, Lan Yan, Chao Gou, Fei-Yue Wang

Abstract: Adversarial images generated by generative adversarial networks are not close to any existing benign images, and contain nonrobust features that have been identified as critical to the robustness of ...