Aly El Gamal

Mitigating Gradient-based Adversarial Attacks via Denoising and Compression

2021 · arXiv (Cornell University)

Gradient-based adversarial attacks on deep neural networks pose a serious threat, since they can be deployed by adding imperceptible perturbations to the test data of any network, and the risk they introduce cannot be assessed …