| Global-Local Regularization Via Distributional Robustness | Mar 1, 2022 | Adversarial RobustnessDomain Adaptation | CodeCode Available | 0 | 5 |
| Biologically Inspired Mechanisms for Adversarial Robustness | Jun 29, 2020 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Gradient-Free Adversarial Attacks for Bayesian Neural Networks | Dec 23, 2020 | Adversarial RobustnessBayesian Inference | CodeCode Available | 0 | 5 |
| Get Fooled for the Right Reason: Improving Adversarial Robustness through a Teacher-guided Curriculum Learning Approach | Oct 30, 2021 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Adversarial Robustness Study of Convolutional Neural Network for Lumbar Disk Shape Reconstruction from MR images | Feb 4, 2021 | Adversarial RobustnessData Augmentation | CodeCode Available | 0 | 5 |
| Give me a hint: Can LLMs take a hint to solve math problems? | Oct 8, 2024 | Adversarial RobustnessMath | CodeCode Available | 0 | 5 |
| Generating Adversarial Examples with Adversarial Networks | Jan 8, 2018 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Generating Adversarial Samples in Mini-Batches May Be Detrimental To Adversarial Robustness | Mar 30, 2023 | Adversarial 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 |
| Simple Post-Training Robustness Using Test Time Augmentations and Random Forest | Sep 16, 2021 | Adversarial RobustnessDiversity | CodeCode Available | 0 | 5 |
| Enhancing Robustness in Incremental Learning with Adversarial Training | Dec 6, 2023 | Adversarial Robustnessclass-incremental learning | CodeCode Available | 0 | 5 |
| A Deep Dive into Adversarial Robustness in Zero-Shot Learning | Aug 17, 2020 | Adversarial RobustnessBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Beyond Pretrained Features: Noisy Image Modeling Provides Adversarial Defense | Feb 2, 2023 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 | 5 |
| Generative Max-Mahalanobis Classifiers for Image Classification, Generation and More | Jan 1, 2021 | Adversarial RobustnessClassification | CodeCode Available | 0 | 5 |
| Clustering Effect of (Linearized) Adversarial Robust Models | Nov 25, 2021 | Adversarial RobustnessClustering | CodeCode Available | 0 | 5 |
| Squeeze Training for Adversarial Robustness | May 23, 2022 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models | Apr 19, 2023 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Beyond One-Hot-Encoding: Injecting Semantics to Drive Image Classifiers | Aug 1, 2023 | Adversarial Robustnessimage-classification | CodeCode Available | 0 | 5 |
| Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations | Oct 17, 2022 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 | 5 |
| Gated Information Bottleneck for Generalization in Sequential Environments | Oct 12, 2021 | Adversarial RobustnessOut of Distribution (OOD) Detection | CodeCode Available | 0 | 5 |
| GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks | Feb 6, 2023 | Adversarial RobustnessData Augmentation | CodeCode Available | 0 | 5 |
| Adversarial Robustness of VAEs across Intersectional Subgroups | Jul 4, 2024 | Adversarial RobustnessDimensionality Reduction | CodeCode Available | 0 | 5 |
| Adversarial Attack Generation Empowered by Min-Max Optimization | Jun 9, 2019 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 | 5 |
| Confidence-aware Denoised Fine-tuning of Off-the-shelf Models for Certified Robustness | Nov 13, 2024 | Adversarial RobustnessDenoising | CodeCode Available | 0 | 5 |
| GenAttack: Practical Black-box Attacks with Gradient-Free Optimization | May 28, 2018 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 | 5 |
| Confidence Elicitation: A New Attack Vector for Large Language Models | Feb 7, 2025 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Learning Robust 3D Representation from CLIP via Dual Denoising | Jul 1, 2024 | Adversarial RobustnessDenoising | CodeCode Available | 0 | 5 |
| Learning Robust and Privacy-Preserving Representations via Information Theory | Dec 15, 2024 | Adversarial RobustnessAttribute | CodeCode Available | 0 | 5 |
| GridMix: Strong regularization through local context mapping | Jan 1, 2021 | Adversarial RobustnessData Augmentation | CodeCode Available | 0 | 5 |
| Adversarial Robustness of Supervised Sparse Coding | Oct 22, 2020 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Finding Biological Plausibility for Adversarially Robust Features via Metameric Tasks | Feb 2, 2022 | Adversarial RobustnessTexture Synthesis | CodeCode Available | 0 | 5 |
| Benchmarking Robust Self-Supervised Learning Across Diverse Downstream Tasks | Jul 17, 2024 | Adversarial RobustnessBenchmarking | CodeCode Available | 0 | 5 |
| FI-ODE: Certifiably Robust Forward Invariance in Neural ODEs | Oct 30, 2022 | Adversarial Robustnesscontinuous-control | CodeCode Available | 0 | 5 |
| Benchmarking Adversarial Robustness to Bias Elicitation in Large Language Models: Scalable Automated Assessment with LLM-as-a-Judge | Apr 10, 2025 | Adversarial RobustnessBenchmarking | CodeCode Available | 0 | 5 |
| Adversarially Robust Decision Transformer | Jul 25, 2024 | Adversarial RobustnessSequential Decision Making | CodeCode Available | 0 | 5 |
| Adversarial Robustness of Stabilized NeuralODEs Might be from Obfuscated Gradients | Sep 28, 2020 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 | 5 |
| Improving Robustness with Adaptive Weight Decay | Sep 30, 2022 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Feature Statistics with Uncertainty Help Adversarial Robustness | Mar 26, 2025 | Adversarial 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 |
| Metric Learning for Adversarial Robustness | Sep 3, 2019 | Adversarial RobustnessMetric Learning | CodeCode Available | 0 | 5 |
| BEARD: Benchmarking the Adversarial Robustness for Dataset Distillation | Nov 14, 2024 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 | 5 |
| MIMIR: Masked Image Modeling for Mutual Information-based Adversarial Robustness | Dec 8, 2023 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Bayesian Inference with Certifiable Adversarial Robustness | Feb 10, 2021 | Adversarial RobustnessBayesian Inference | CodeCode Available | 0 | 5 |
| DAD++: Improved Data-free Test Time Adversarial Defense | Sep 10, 2023 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 | 5 |
| Batch Normalization Increases Adversarial Vulnerability and Decreases Adversarial Transferability: A Non-Robust Feature Perspective | Oct 7, 2020 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Adversarial Robustness of Prompt-based Few-Shot Learning for Natural Language Understanding | Jun 19, 2023 | Adversarial RobustnessFew-Shot Learning | CodeCode Available | 0 | 5 |
| Fast Adversarial Training with Smooth Convergence | Aug 24, 2023 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Data-free Defense of Black Box Models Against Adversarial Attacks | Nov 3, 2022 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Fast Adversarial Robustness Certification of Nearest Prototype Classifiers for Arbitrary Seminorms | Dec 1, 2020 | Adversarial RobustnessQuantization | CodeCode Available | 0 | 5 |
| Feature Denoising for Improving Adversarial Robustness | Dec 9, 2018 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 | 5 |
