Robust Classification using Robust Feature Augmentation

Kevin Eykholt, Swati Gupta, Atul Prakash +3

Existing deep neural networks, say for image classification, have been shown to be vulnerable to adversarial images that can cause a DNN misclassification, without any perceptible…