Adversarial Defense by Latent Style Transformations

Shuo Wang, Surya Nepal, Alsharif Abuadbba +2

Machine learning models have demonstrated vulnerability to adversarial attacks, more specifically misclassification of adversarial examples. In this paper, we investigate an attack…