Tropical Decision Boundaries for Neural Networks Are Robust Against Adversarial Attacks

Kurt Pasque, Christopher Teska, Ruriko Yoshida +2

We introduce a simple, easy to implement, and computationally efficient tropical convolutional neural network architecture that is robust against adversarial attacks. We exploit th…