Amir Nazemi

Potential adversarial samples for white-box attacks

2019 · arXiv (Cornell University)

Deep convolutional neural networks can be highly vulnerable to small perturbations of their inputs, potentially a major issue or limitation on system robustness when using deep networks as classifiers. In this paper we propose a …