JumpReLU: A Retrofit Defense Strategy for Adversarial Attacks

N. Benjamin Erichson, Zhewei Yao, Michael W. Mahoney

It has been demonstrated that very simple attacks can fool highly-sophisticated neural network architectures. In particular, so-called adversarial examples, constructed from pertur…