Laplace-Bridged Randomized Smoothing for Fast Certified Robustness
arXiv:2604.24993v1 Announce Type: new
Abstract: Randomized Smoothing (RS) offers formal $\ell_2$ guarantees for arbitrary base classifiers but faces two key practical bottlenecks: (i) it often relies on noise-augmented training to achieve nontrivial c…