Improving Hierarchical Adversarial Robustness of Deep Neural Networks

Avery Ma, Aladin Virmaux, Kevin Scaman +1

Do all adversarial examples have the same consequences? An autonomous driving system misclassifying a pedestrian as a car may induce a far more dangerous -- and even potentially le…