| Fast and Reliable Evaluation of Adversarial Robustness with Minimum-Margin Attack | Jun 15, 2022 | Adversarial RobustnessComputational Efficiency | CodeCode Available | 0 |
| Scaling Trends in Language Model Robustness | Jul 25, 2024 | Adversarial RobustnessLanguage Modeling | CodeCode Available | 0 |
| Exploring Adversarial Robustness of Deep Metric Learning | Feb 14, 2021 | Adversarial RobustnessMetric Learning | CodeCode Available | 0 |
| Rethinking Robust Contrastive Learning from the Adversarial Perspective | Feb 5, 2023 | Adversarial RobustnessContrastive Learning | CodeCode Available | 0 |
| Towards Alternative Techniques for Improving Adversarial Robustness: Analysis of Adversarial Training at a Spectrum of Perturbations | Jun 13, 2022 | Adversarial RobustnessQuantization | CodeCode Available | 0 |
| Scaleable input gradient regularization for adversarial robustness | May 27, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 0 |
| Analysis and Extensions of Adversarial Training for Video Classification | Jun 16, 2022 | Action RecognitionAdversarial Defense | CodeCode Available | 0 |
| Feature Denoising for Improving Adversarial Robustness | Dec 9, 2018 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 |
| Scaling Compute Is Not All You Need for Adversarial Robustness | Dec 20, 2023 | Adversarial RobustnessAll | CodeCode Available | 0 |
| CAMP in the Odyssey: Provably Robust Reinforcement Learning with Certified Radius Maximization | Jan 29, 2025 | Adversarial RobustnessDeep Reinforcement Learning | CodeCode Available | 0 |
| ScAR: Scaling Adversarial Robustness for LiDAR Object Detection | Dec 5, 2023 | 3D Object DetectionAdversarial Attack | CodeCode Available | 0 |
| Exploring Adversarially Robust Training for Unsupervised Domain Adaptation | Feb 18, 2022 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 |
| Feature Statistics with Uncertainty Help Adversarial Robustness | Mar 26, 2025 | Adversarial Robustness | CodeCode Available | 0 |
| Exploring Adversarial Examples and Adversarial Robustness of Convolutional Neural Networks by Mutual Information | Jul 12, 2022 | Adversarial Robustness | CodeCode Available | 0 |
| Exploring Adversarial Attacks and Defenses in Vision Transformers trained with DINO | Jun 14, 2022 | Adversarial Robustness | CodeCode Available | 0 |
| An Adversarial Robustness Perspective on the Topology of Neural Networks | Nov 4, 2022 | Adversarial Robustness | CodeCode Available | 0 |
| A Closer Look at Memorization in Deep Networks | Jun 16, 2017 | Adversarial RobustnessMemorization | CodeCode Available | 0 |
| Certified Adversarial Robustness with Additive Noise | Sep 10, 2018 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| Adversarial robustness of amortized Bayesian inference | May 24, 2023 | Adversarial RobustnessBayesian Inference | CodeCode Available | 0 |
| Explaining Adversarial Vulnerability with a Data Sparsity Hypothesis | Mar 1, 2021 | Adversarial Robustness | CodeCode Available | 0 |
| Adversarial Robustness vs Model Compression, or Both? | Mar 29, 2019 | Adversarial Robustnessmodel | CodeCode Available | 0 |
| CalFAT: Calibrated Federated Adversarial Training with Label Skewness | May 30, 2022 | Adversarial RobustnessFederated Learning | CodeCode Available | 0 |
| Finding Biological Plausibility for Adversarially Robust Features via Metameric Tasks | Feb 2, 2022 | Adversarial RobustnessTexture Synthesis | CodeCode Available | 0 |
| Understanding Adversarial Robustness Against On-manifold Adversarial Examples | Oct 2, 2022 | Adversarial Robustness | CodeCode Available | 0 |
| Adversarial Robustness Analysis of Vision-Language Models in Medical Image Segmentation | May 5, 2025 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| FI-ODE: Certifiably Robust Forward Invariance in Neural ODEs | Oct 30, 2022 | Adversarial Robustnesscontinuous-control | CodeCode Available | 0 |
| Optimal Transport as a Defense Against Adversarial Attacks | Feb 5, 2021 | Adversarial RobustnessDomain Adaptation | CodeCode Available | 0 |
| Explaining Adversarial Robustness of Neural Networks from Clustering Effect Perspective | Jan 1, 2023 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| Efficiently Training Low-Curvature Neural Networks | Jun 14, 2022 | Adversarial Robustness | CodeCode Available | 0 |
| An Adaptive View of Adversarial Robustness from Test-time Smoothing Defense | Nov 26, 2019 | Adversarial RobustnessDecision Making | CodeCode Available | 0 |
| Understanding the Robustness of Graph Neural Networks against Adversarial Attacks | Jun 20, 2024 | Adversarial Robustness | CodeCode Available | 0 |
| Expanding Scope: Adapting English Adversarial Attacks to Chinese | Jun 8, 2023 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| Understanding Adversarial Robustness from Feature Maps of Convolutional Layers | Feb 25, 2022 | Adversarial Robustness | CodeCode Available | 0 |
| Segment-Anything Models Achieve Zero-shot Robustness in Autonomous Driving | Aug 19, 2024 | Adversarial RobustnessAutonomous Driving | CodeCode Available | 0 |
| Towards Better Robustness against Common Corruptions for Unsupervised Domain Adaptation | Jan 1, 2023 | Adversarial RobustnessData Augmentation | CodeCode Available | 0 |
| Evolution of Neural Tangent Kernels under Benign and Adversarial Training | Oct 21, 2022 | Adversarial Robustness | CodeCode Available | 0 |
| A Hierarchical Assessment of Adversarial Severity | Aug 26, 2021 | Adversarial Robustness | CodeCode Available | 0 |
| CAAD 2018: Generating Transferable Adversarial Examples | Sep 29, 2018 | Adversarial AttackAdversarial Defense | CodeCode Available | 0 |
| Towards Bridging the Performance Gaps of Joint Energy-based Models | Sep 16, 2022 | Adversarial RobustnessData Augmentation | CodeCode Available | 0 |
| Out-of-Bounding-Box Triggers: A Stealthy Approach to Cheat Object Detectors | Oct 14, 2024 | Adversarial RobustnessObject | CodeCode Available | 0 |
| Self-Progressing Robust Training | Dec 22, 2020 | Adversarial Robustness | CodeCode Available | 0 |
| Adversarial Robust Memory-Based Continual Learner | Nov 29, 2023 | Adversarial RobustnessContinual Learning | CodeCode Available | 0 |
| Overcomplete Representations Against Adversarial Videos | Dec 8, 2020 | Adversarial RobustnessDecoder | CodeCode Available | 0 |
| AdvKnn: Adversarial Attacks On K-Nearest Neighbor Classifiers With Approximate Gradients | Nov 15, 2019 | Adversarial Robustness | CodeCode Available | 0 |
| Understanding Adversarial Robustness of Vision Transformers via Cauchy Problem | Aug 1, 2022 | Adversarial Robustness | CodeCode Available | 0 |
| Building Robust Ensembles via Margin Boosting | Jun 7, 2022 | Adversarial Robustness | CodeCode Available | 0 |
| Semantic-Aware Adversarial Training for Reliable Deep Hashing Retrieval | Oct 23, 2023 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| Evolution-based Region Adversarial Prompt Learning for Robustness Enhancement in Vision-Language Models | Mar 17, 2025 | Adversarial RobustnessPrompt Learning | CodeCode Available | 0 |
| Towards Class-wise Fair Adversarial Training via Anti-Bias Soft Label Distillation | Jun 10, 2025 | Adversarial RobustnessFairness | CodeCode Available | 0 |
| Evaluation of Hate Speech Detection Using Large Language Models and Geographical Contextualization | Feb 26, 2025 | Adversarial RobustnessBinary Classification | CodeCode Available | 0 |
