10 code implementations • 8 Feb 2019 • Jeremy M Cohen, Elan Rosenfeld, J. Zico Kolter
We show how to turn any classifier that classifies well under Gaussian noise into a new classifier that is certifiably robust to adversarial perturbations under the $\ell_2$ norm.
Ranked #3 on Robust classification on CIFAR-10