The Artificial Mind's Eye: Resisting Adversarials for Convolutional Neural Networks using Internal Projection

Harm Berntsen, Wouter Kuijper, Tom Heskes

We introduce a novel artificial neural network architecture that integrates robustness to adversarial input in the network structure. The main idea of our approach is to force the…