Alzantot, Moustafa

A View on Vulnerabilites: The Security Challenges of XAI (Academic Track)

2018 · arXiv (Cornell University)

Deep neural networks (DNNs) are vulnerable to adversarial examples, perturbations to correctly classified examples which can cause the model to misclassify. In the image domain, these perturbations are often virtually indistinguishable to human perception, causing …