On Generating Transferable Targeted Perturbations
**Adversarial Machine Learning**, **ICCV 2021** Targeted & Transferable adversarial attack without labels.
Sep 1, 2021
Orthogonal Projection Loss
**Visual-Spatial Perception**, **ICCV 2021** New Loss function to enforce orthogonality for improved classification.
Sep 1, 2021
Rich Semantics Improve Few-shot Learning
**BMVC 2021** Improving few-short learning using Textual descriptions.
Jun 1, 2021
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