Adversarial robustness via stochastic regularization of neural activation sensitivity

Gil Fidel, Ron Bitton, Ziv Katzir +1

Recent works have shown that the input domain of any machine learning classifier is bound to contain adversarial examples. Thus we can no longer hope to immune classifiers against…