Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks

Aamir Mustafa, Salman Khan, Munawar Hayat +3

Deep neural networks are vulnerable to adversarial attacks, which can fool them by adding minuscule perturbations to the input images. The robustness of existing defenses suffers g…