2018
Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach
ICLR 2018poster
The robustness of neural networks to adversarial examples has received great attention due to security implications. Despite various attack approaches to crafting visually imperceptible adversarial examples, little has been developed towards a comprehensive measure of robustness. In this paper, we p…