Foveation-based Mechanisms Alleviate Adversarial Examples

Yan Luo, Xavier Boix, Gemma Roig +2

We show that adversarial examples, i.e., the visually imperceptible perturbations that result in Convolutional Neural Networks (CNNs) fail, can be alleviated with a mechanism based…