GraN: An Efficient Gradient-Norm Based Detector for Adversarial and Misclassified Examples

Julia Lust, Alexandru Paul Condurache

Deep neural networks (DNNs) are vulnerable to adversarial examples and other data perturbations. Especially in safety critical applications of DNNs, it is therefore crucial to dete…