Adversarial Boot Camp: label free certified robustness in one epochRyan CampbellChris FinlayAdam M Oberman
Adversarial examples pose a security threat to many critical sys- tems built on neural networks. While certified training improves robustness, it also decreases accuracy noticeably. Despite various proposals for addressing this issue, the significant accuracy drop remains. More importantly, it is not ...