| Guided Adversarial Attack for Evaluating and Enhancing Adversarial Defenses | Nov 30, 2020 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| Learnable Boundary Guided Adversarial Training | Nov 23, 2020 | Adversarial Defense | CodeCode Available | 1 |
| A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in Federated Learning | Nov 20, 2020 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| Information Obfuscation of Graph Neural Networks | Sep 28, 2020 | Adversarial DefenseGraph Representation Learning | CodeCode Available | 1 |
| Stereopagnosia: Fooling Stereo Networks with Adversarial Perturbations | Sep 21, 2020 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| Open-set Adversarial Defense | Sep 2, 2020 | Adversarial DefenseDecoder | CodeCode Available | 1 |
| SimAug: Learning Robust Representations from Simulation for Trajectory Prediction | Aug 1, 2020 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| Stylized Adversarial Defense | Jul 29, 2020 | Adversarial Defense | CodeCode Available | 1 |
| Multitask Learning Strengthens Adversarial Robustness | Jul 14, 2020 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| Boundary thickness and robustness in learning models | Jul 9, 2020 | Adversarial DefenseData Augmentation | CodeCode Available | 1 |
| Can We Mitigate Backdoor Attack Using Adversarial Detection Methods? | Jun 26, 2020 | Adversarial DefenseBackdoor Attack | CodeCode Available | 1 |
| Smooth Adversarial Training | Jun 25, 2020 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| Perceptual Adversarial Robustness: Defense Against Unseen Threat Models | Jun 22, 2020 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| Targeted Adversarial Perturbations for Monocular Depth Prediction | Jun 12, 2020 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| Stochastic Security: Adversarial Defense Using Long-Run Dynamics of Energy-Based Models | May 27, 2020 | Adversarial DefenseAdversarial Purification | CodeCode Available | 1 |
| PatchAttack: A Black-box Texture-based Attack with Reinforcement Learning | Apr 12, 2020 | Adversarial DefenseClustering | CodeCode Available | 1 |
| Toward Adversarial Robustness via Semi-supervised Robust Training | Mar 16, 2020 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| Learn2Perturb: an End-to-end Feature Perturbation Learning to Improve Adversarial Robustness | Mar 2, 2020 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| ATHENA: A Framework based on Diverse Weak Defenses for Building Adversarial Defense | Jan 2, 2020 | Adversarial DefenseDenoising | CodeCode Available | 1 |
| Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers | Jun 9, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| Adversarial Training for Free! | Apr 29, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| Wasserstein Adversarial Examples via Projected Sinkhorn Iterations | Feb 21, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| On Evaluating Adversarial Robustness | Feb 18, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| Certified Adversarial Robustness via Randomized Smoothing | Feb 8, 2019 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| Theoretically Principled Trade-off between Robustness and Accuracy | Jan 24, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
