Diminishing the Effect of Adversarial Perturbations via Refining Feature Representation

Nader Asadi, AmirMohammad Sarfi, Mehrdad Hosseinzadeh +2

Deep neural networks are highly vulnerable to adversarial examples, which imposes severe security issues for these state-of-the-art models. Many defense methods have been proposed…