Adversarial Phenomenon in the Eyes of Bayesian Deep Learning

Ambrish Rawat, Martin Wistuba, Maria-Irina Nicolae

Deep Learning models are vulnerable to adversarial examples, i.e.\ images obtained via deliberate imperceptible perturbations, such that the model misclassifies them with high conf…