Certified Zeroth-order Black-Box Defense with Robust UNet Denoiser

Astha Verma, A V Subramanyam, Siddhesh Bangar +3

Certified defense methods against adversarial perturbations have been recently investigated in the black-box setting with a zeroth-order (ZO) perspective. However, these methods su…