| Joint rotational invariance and adversarial training of a dual-stream Transformer yields state of the art Brain-Score for Area V4 | Mar 8, 2022 | Adversarial Robustness | CodeCode Available | 1 |
| Large Language Models to Identify Social Determinants of Health in Electronic Health Records | Aug 11, 2023 | Adversarial RobustnessEthics | CodeCode Available | 1 |
| Adversarial Robustness via Random Projection Filters | Jan 1, 2023 | Adversarial RobustnessAttribute | CodeCode Available | 1 |
| Adversarial Robustness as a Prior for Learned Representations | Jun 3, 2019 | Adversarial Robustness | CodeCode Available | 1 |
| BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression Tasks | Apr 1, 2024 | Adversarial RobustnessAutonomous Driving | CodeCode Available | 1 |
| MENLI: Robust Evaluation Metrics from Natural Language Inference | Aug 15, 2022 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| Model-Based Robust Deep Learning: Generalizing to Natural, Out-of-Distribution Data | May 20, 2020 | Adversarial RobustnessDeep Learning | CodeCode Available | 1 |
| Multi-Objective Population Based Training | Jun 2, 2023 | Adversarial RobustnessClassification | CodeCode Available | 1 |
| Multitask Learning Strengthens Adversarial Robustness | Jul 14, 2020 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| NeRFool: Uncovering the Vulnerability of Generalizable Neural Radiance Fields against Adversarial Perturbations | Jun 10, 2023 | Adversarial RobustnessNovel View Synthesis | CodeCode Available | 1 |
| Adversarial Attacks on Graph Classifiers via Bayesian Optimisation | Dec 1, 2021 | Adversarial RobustnessBayesian Optimisation | CodeCode Available | 1 |
| OET: Optimization-based prompt injection Evaluation Toolkit | May 1, 2025 | Adversarial RobustnessNatural Language Understanding | CodeCode Available | 1 |
| Adversarial Robustness Against the Union of Multiple Threat Models | Jan 1, 2020 | Adversarial Robustness | CodeCode Available | 1 |
| On Evaluating Adversarial Robustness | Feb 18, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| Adversarial Training of Self-supervised Monocular Depth Estimation against Physical-World Attacks | Jan 31, 2023 | Adversarial RobustnessAutonomous Driving | CodeCode Available | 1 |
| AdvDrop: Adversarial Attack to DNNs by Dropping Information | Aug 20, 2021 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| Adversarial Training with Complementary Labels: On the Benefit of Gradually Informative Attacks | Nov 1, 2022 | Adversarial RobustnessPseudo Label | CodeCode Available | 1 |
| Adversarial Vertex Mixup: Toward Better Adversarially Robust Generalization | Mar 5, 2020 | Adversarial RobustnessData Augmentation | CodeCode Available | 1 |
| Adversarial Visual Robustness by Causal Intervention | Jun 17, 2021 | Adversarial Robustness | CodeCode Available | 1 |
| Adversarial vulnerability of powerful near out-of-distribution detection | Jan 18, 2022 | Adversarial RobustnessOut-of-Distribution Detection | CodeCode Available | 1 |
| Bag of Tricks for Adversarial Training | Oct 1, 2020 | Adversarial RobustnessBenchmarking | CodeCode Available | 1 |
| Adversarial Machine Learning: Bayesian Perspectives | Mar 7, 2020 | Adversarial RobustnessBIG-bench Machine Learning | CodeCode Available | 1 |
| GenoArmory: A Unified Evaluation Framework for Adversarial Attacks on Genomic Foundation Models | May 16, 2025 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| Attacks Which Do Not Kill Training Make Adversarial Learning Stronger | Feb 26, 2020 | Adversarial Robustness | CodeCode Available | 1 |
| OODRobustBench: a Benchmark and Large-Scale Analysis of Adversarial Robustness under Distribution Shift | Oct 19, 2023 | Adversarial RobustnessBenchmarking | CodeCode Available | 1 |
| AdvRush: Searching for Adversarially Robust Neural Architectures | Aug 3, 2021 | Adversarial RobustnessNeural Architecture Search | CodeCode Available | 1 |
| Part-Based Models Improve Adversarial Robustness | Sep 15, 2022 | Adversarial Robustness | CodeCode Available | 1 |
| PartImageNet++ Dataset: Scaling up Part-based Models for Robust Recognition | Jul 15, 2024 | Adversarial RobustnessInductive Bias | CodeCode Available | 1 |
| PeerAiD: Improving Adversarial Distillation from a Specialized Peer Tutor | Mar 11, 2024 | Adversarial Robustness | CodeCode Available | 1 |
| Perceptual Adversarial Robustness: Defense Against Unseen Threat Models | Jun 22, 2020 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| Broken Neural Scaling Laws | Oct 26, 2022 | Adversarial RobustnessContinual Learning | CodeCode Available | 1 |
| Evaluating and Improving Adversarial Robustness of Machine Learning-Based Network Intrusion Detectors | May 15, 2020 | Adversarial RobustnessBIG-bench Machine Learning | CodeCode Available | 1 |
| Adversarial Prompt Tuning for Vision-Language Models | Nov 19, 2023 | Adversarial Robustness | CodeCode Available | 1 |
| AGKD-BML: Defense Against Adversarial Attack by Attention Guided Knowledge Distillation and Bi-directional Metric Learning | Aug 13, 2021 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| Composite Adversarial Attacks | Dec 10, 2020 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| Adversarial Attack and Defense Strategies for Deep Speaker Recognition Systems | Aug 18, 2020 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| Adversarial Reasoning at Jailbreaking Time | Feb 3, 2025 | Adversarial Robustness | CodeCode Available | 1 |
| Pruning Adversarially Robust Neural Networks without Adversarial Examples | Oct 9, 2022 | Adversarial Robustness | CodeCode Available | 1 |
| Adversarial Attack on Deep Learning-Based Splice Localization | Apr 17, 2020 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| Enhancing Adversarial Robustness via Test-time Transformation Ensembling | Jul 29, 2021 | Adversarial Robustness | CodeCode Available | 1 |
| Improving Adversarial Robustness via Mutual Information Estimation | Jul 25, 2022 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| Random Smoothing Might be Unable to Certify _ Robustness for High-Dimensional Images | Feb 10, 2020 | Adversarial Robustness | CodeCode Available | 1 |
| A Light Recipe to Train Robust Vision Transformers | Sep 15, 2022 | Adversarial RobustnessData Augmentation | CodeCode Available | 1 |
| Adversarial Robustification via Text-to-Image Diffusion Models | Jul 26, 2024 | Adversarial Robustnesszero-shot-classification | CodeCode Available | 1 |
| Reliable Adversarial Distillation with Unreliable Teachers | Jun 9, 2021 | Adversarial Robustness | CodeCode Available | 1 |
| Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks | Mar 3, 2020 | Adversarial Robustness | CodeCode Available | 1 |
| Revisiting and Exploring Efficient Fast Adversarial Training via LAW: Lipschitz Regularization and Auto Weight Averaging | Aug 22, 2023 | Adversarial RobustnessData Augmentation | CodeCode Available | 1 |
| An Adaptive Orthogonal Convolution Scheme for Efficient and Flexible CNN Architectures | Jan 14, 2025 | Adversarial Robustness | CodeCode Available | 1 |
| Adversarial Image Color Transformations in Explicit Color Filter Space | Nov 12, 2020 | Adversarial Robustness | CodeCode Available | 1 |
| Robust Deep Reinforcement Learning through Bootstrapped Opportunistic Curriculum | Jun 21, 2022 | Adversarial RobustnessDeep Reinforcement Learning | CodeCode Available | 1 |
