Adel Javanmard

Adversarial robustness for latent models: Revisiting the robust-standard accuracies tradeoff

2021 · arXiv (Cornell University)

Over the past few years, several adversarial training methods have been proposed to improve the robustness of machine learning models against adversarial perturbations in the input. Despite remarkable progress in this regard, adversarial training is …