Improved Adversarial Robustness by Reducing Open Space Risk via Tent Activations

Andras Rozsa, Terrance E. Boult

Adversarial examples contain small perturbations that can remain imperceptible to human observers but alter the behavior of even the best performing deep learning models and yield…