Robust Adversarial Learning via Sparsifying Front Ends

Soorya Gopalakrishnan, Zhinus Marzi, Metehan Cekic +2

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 perspect…