Polarizing Front Ends for Robust CNNs

Can Bakiskan, Soorya Gopalakrishnan, Metehan Cekic +2

The vulnerability of deep neural networks to small, adversarially designed perturbations can be attributed to their "excessive linearity." In this paper, we propose a bottom-up str…