Attacking Adversarial Defences by Smoothing the Loss Landscape

Panagiotis Eustratiadis, Henry Gouk, Da Li +1

This paper investigates a family of methods for defending against adversarial attacks that owe part of their success to creating a noisy, discontinuous, or otherwise rugged loss la…