Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing their Input Gradients

Publication information:

Ross AS, Doshi-Velez F. Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing their Input Gradients. Association for the Advancement of Artificial Intelligence (AAAI). 2018.