| Cauchy-Schwarz Divergence Information Bottleneck for Regression | Apr 27, 2024 | Adversarial RobustnessInformation Plane | CodeCode Available | 1 | 5 |
| Model-Based Robust Deep Learning: Generalizing to Natural, Out-of-Distribution Data | May 20, 2020 | Adversarial RobustnessDeep Learning | CodeCode Available | 1 | 5 |
| (Certified!!) Adversarial Robustness for Free! | Jun 21, 2022 | Adversarial RobustnessDenoising | CodeCode Available | 1 | 5 |
| CFA: Class-wise Calibrated Fair Adversarial Training | Mar 25, 2023 | Adversarial RobustnessFairness | CodeCode Available | 1 | 5 |
| Helper-based Adversarial Training: Reducing Excessive Margin to Achieve a Better Accuracy vs. Robustness Trade-off | Jun 18, 2021 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 | 5 |
| Neural Networks with Recurrent Generative Feedback | Jul 17, 2020 | Adversarial Robustness | CodeCode Available | 1 | 5 |
| A Self-supervised Approach for Adversarial Robustness | Jun 8, 2020 | Adversarial RobustnessGeneral Classification | CodeCode Available | 1 | 5 |
| Certified Adversarial Robustness via Randomized Smoothing | Feb 8, 2019 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 | 5 |
| Human-in-the-Loop Generation of Adversarial Texts: A Case Study on Tibetan Script | Dec 17, 2024 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 | 5 |
| Certified Training: Small Boxes are All You Need | Oct 10, 2022 | Adversarial RobustnessAll | CodeCode Available | 1 | 5 |
| IRAD: Implicit Representation-driven Image Resampling against Adversarial Attacks | Oct 18, 2023 | Adversarial Robustness | CodeCode Available | 1 | 5 |
| CIFS: Improving Adversarial Robustness of CNNs via Channel-wise Importance-based Feature Selection | Feb 10, 2021 | Adversarial Robustnessfeature selection | CodeCode Available | 1 | 5 |
| Part-Based Models Improve Adversarial Robustness | Sep 15, 2022 | Adversarial Robustness | CodeCode Available | 1 | 5 |
| CLIP is Strong Enough to Fight Back: Test-time Counterattacks towards Zero-shot Adversarial Robustness of CLIP | Mar 5, 2025 | Adversarial RobustnessImage-text matching | CodeCode Available | 1 | 5 |
| Adversarial Robustness of Bottleneck Injected Deep Neural Networks for Task-Oriented Communication | Dec 13, 2024 | Adversarial Robustness | CodeCode Available | 1 | 5 |
| On the Adversarial Robustness of Camera-based 3D Object Detection | Jan 25, 2023 | 3D Object DetectionAdversarial Attack | CodeCode Available | 1 | 5 |
| On the Duality Between Sharpness-Aware Minimization and Adversarial Training | Feb 23, 2024 | Adversarial Robustness | CodeCode Available | 1 | 5 |
| On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous Driving | Jan 5, 2022 | Adversarial RobustnessAutonomous Driving | CodeCode Available | 1 | 5 |
| Adversarial Robustness of Deep Convolutional Candlestick Learner | May 29, 2020 | Adversarial Robustness | CodeCode Available | 1 | 5 |
| Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data | Jun 2, 2024 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 | 5 |
| On the Adversarial Robustness of Vision Transformers | Mar 29, 2021 | Adversarial Robustness | CodeCode Available | 1 | 5 |
| TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases | Aug 14, 2024 | Adversarial RobustnessBenchmarking | CodeCode Available | 1 | 5 |
| Consistency Regularization for Adversarial Robustness | Mar 8, 2021 | Adversarial RobustnessData Augmentation | CodeCode Available | 1 | 5 |
| PatchGuard: Adversarially Robust Anomaly Detection and Localization through Vision Transformers and Pseudo Anomalies | Jun 10, 2025 | Adversarial RobustnessAnomaly Detection | CodeCode Available | 1 | 5 |
| An Adversarial Robustness Perspective on the Topology of Neural Networks | Nov 4, 2022 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Feature Statistics with Uncertainty Help Adversarial Robustness | Mar 26, 2025 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Analysis and Extensions of Adversarial Training for Video Classification | Jun 16, 2022 | Action RecognitionAdversarial Defense | CodeCode Available | 0 | 5 |
| An Adaptive View of Adversarial Robustness from Test-time Smoothing Defense | Nov 26, 2019 | Adversarial RobustnessDecision Making | CodeCode Available | 0 | 5 |
| Feature Denoising for Improving Adversarial Robustness | Dec 9, 2018 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 | 5 |
| Adversarial Attacks on Data Attribution | Sep 9, 2024 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 | 5 |
| Fast Adversarial Training with Smooth Convergence | Aug 24, 2023 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Adversarial Robust Memory-Based Continual Learner | Nov 29, 2023 | Adversarial RobustnessContinual Learning | CodeCode Available | 0 | 5 |
| A Closer Look at the Adversarial Robustness of Deep Equilibrium Models | Jun 2, 2023 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 | 5 |
| Fast and Reliable Evaluation of Adversarial Robustness with Minimum-Margin Attack | Jun 15, 2022 | Adversarial RobustnessComputational Efficiency | CodeCode Available | 0 | 5 |
| Adversarially Robust Decision Transformer | Jul 25, 2024 | Adversarial RobustnessSequential Decision Making | CodeCode Available | 0 | 5 |
| Fake It Until You Break It: On the Adversarial Robustness of AI-generated Image Detectors | Oct 2, 2024 | Adversarial RobustnessMisinformation | CodeCode Available | 0 | 5 |
| FairDeFace: Evaluating the Fairness and Adversarial Robustness of Face Obfuscation Methods | Mar 11, 2025 | Adversarial RobustnessFace Detection | CodeCode Available | 0 | 5 |
| FaiR-N: Fair and Robust Neural Networks for Structured Data | Oct 13, 2020 | Adversarial RobustnessAttribute | CodeCode Available | 0 | 5 |
| Fast Adversarial Robustness Certification of Nearest Prototype Classifiers for Arbitrary Seminorms | Dec 1, 2020 | Adversarial RobustnessQuantization | CodeCode Available | 0 | 5 |
| A Hierarchical Assessment of Adversarial Severity | Aug 26, 2021 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Scaling Trends in Language Model Robustness | Jul 25, 2024 | Adversarial RobustnessLanguage Modeling | CodeCode Available | 0 | 5 |
| Exploring Adversarial Robustness of Deep Metric Learning | Feb 14, 2021 | Adversarial RobustnessMetric Learning | CodeCode Available | 0 | 5 |
| A Closer Look at Memorization in Deep Networks | Jun 16, 2017 | Adversarial RobustnessMemorization | CodeCode Available | 0 | 5 |
| Exploring Adversarially Robust Training for Unsupervised Domain Adaptation | Feb 18, 2022 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 | 5 |
| Expressive Losses for Verified Robustness via Convex Combinations | May 23, 2023 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Explaining Adversarial Robustness of Neural Networks from Clustering Effect Perspective | Jan 1, 2023 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 | 5 |
| Role of Spatial Context in Adversarial Robustness for Object Detection | Sep 30, 2019 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 | 5 |
| Explaining Adversarial Vulnerability with a Data Sparsity Hypothesis | Mar 1, 2021 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Adversarial Neural Pruning with Latent Vulnerability Suppression | Aug 12, 2019 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Understanding the Robustness of Graph Neural Networks against Adversarial Attacks | Jun 20, 2024 | Adversarial Robustness | CodeCode Available | 0 | 5 |
