Regularized Training and Tight Certification for Randomized Smoothed Classifier with Provable Robustness

Huijie Feng, Chunpeng Wu, Guoyang Chen +2

Recently smoothing deep neural network based classifiers via isotropic Gaussian perturbation is shown to be an effective and scalable way to provide state-of-the-art probabilistic…