Optimal Transport Classifier: Defending Against Adversarial Attacks by Regularized Deep Embedding

Yao Li, Martin Renqiang Min, Wenchao Yu +3

Recent studies have demonstrated the vulnerability of deep convolutional neural networks against adversarial examples. Inspired by the observation that the intrinsic dimension of i…