Enhancing Transformation-based Defenses using a Distribution Classifier

Connie Kou, Hwee Kuan Lee, Ee-Chien Chang +1

Adversarial attacks on convolutional neural networks (CNN) have gained significant attention and there have been active research efforts on defense mechanisms. Stochastic input tra…