Zhinus Marzi

Robust Adversarial Learning via Sparsifying Front Ends

2018 · arXiv (Cornell University)

It is by now well-known that small adversarial perturbations can induce classification errors in deep neural networks. In this paper, we take a bottom-up signal processing perspective to this problem and show that a systematic …