adversarial robustness

DASH: A Meta-Attack Framework for Synthesizing Effective and Stealthy Adversarial Examples

We compose existing Lp-bounded attacks into a differentiable meta-attack that produces adversarial examples which are both more effective and more perceptually aligned than state-of-the-art perceptual attacks.

Abdullah Al Nomaan Nafi, Habibur Rahaman, Zafaryab Haider, Tanzim Mahfuz, Fnu Suya, Swarup Bhunia, Prabuddha Chakraborty