Using null samples to shape decision spaces and defend against adversarial attacks

This post is a summary of a technical report we recently posted on arXiv.org. Read the full report here: https://arxiv.org/abs/2002.10084. A copy of this post is also available on Medium. Introduction Shortly after the arrival of the new wave of neural network models for computer vision in roughly 2012 [1, 2], it was discovered that […]