A Self-supervised Approach for Adversarial Robustness
**Adversarial Machine Learning**, **CVPR 2020**, **Oral**, **Top 5.7%** Self-supervised learning for adversarial purifications.
Jun 1, 2020
Cross-Domain Transferability of Adversarial Perturbations
**Adversarial Machine Learning**, **NeurIPS 2019** Cross-domain transferable adversarial attack.
Jun 1, 2020
Local Gradients Smoothing: Defense Against Localized Adversarial Attacks
**WACV 2019** Gradient regularization in the input space against adversarial patches.
Jan 1, 2019