Certified Adversarial Robustness Within Multiple Perturbation Bounds

1 code implementation • 20 Apr 2023 • Soumalya Nandi, Sravanti Addepalli, Harsh Rangwani, R. Venkatesh Babu

We further propose a novel \textit{training noise distribution} along with a \textit{regularized training scheme} to improve the certification within both $\ell_1$ and $\ell_2$ perturbation norms simultaneously.

Adversarial Robustness