May the Noise be with you: Adversarial Training without Adversarial Examples

Ayoub Arous, Andres F Lopez-Lopera, Nael Abu-Ghazaleh +1

In this paper, we investigate the following question: Can we obtain adversarially-trained models without training on adversarial examples? Our intuition is that training a model wi…