Local Competition and Uncertainty for Adversarial Robustness in Deep Learning

Antonios Alexos, Konstantinos P. Panousis, Sotirios Chatzis

This work attempts to address adversarial robustness of deep networks by means of novel learning arguments. Specifically, inspired from results in neuroscience, we propose a local…