Compressive Sensing Methods for Defending Deep Learning 3D Classifiers

Abstract

We overview methods for defending deep learning algorithms from adversarial attacks by compressive 3D sensing. With optical compressive sensing, these methods exhibit outstanding robustness to adaptive attacks.