| Gradient-Free Adversarial Attacks for Bayesian Neural Networks | Dec 23, 2020 | Adversarial RobustnessBayesian Inference | CodeCode Available | 0 | 5 |
| Hierarchical Distribution-Aware Testing of Deep Learning | May 17, 2022 | Adversarial RobustnessData Compression | CodeCode Available | 0 | 5 |
| Improved Diffusion-based Generative Model with Better Adversarial Robustness | Feb 24, 2025 | Adversarial RobustnessDenoising | CodeCode Available | 0 | 5 |
| Adversaries With Incentives: A Strategic Alternative to Adversarial Robustness | Jun 17, 2024 | Adversarial RobustnessInductive Bias | CodeCode Available | 0 | 5 |
| Adversarial Machine Learning in Latent Representations of Neural Networks | Sep 29, 2023 | Adversarial RobustnessEdge-computing | CodeCode Available | 0 | 5 |
| Model Compression with Adversarial Robustness: A Unified Optimization Framework | Feb 10, 2019 | Adversarial RobustnessModel Compression | 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 |
| Generative Max-Mahalanobis Classifiers for Image Classification, Generation and More | Jan 1, 2021 | Adversarial RobustnessClassification | CodeCode Available | 0 | 5 |
| GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks | Feb 6, 2023 | Adversarial RobustnessData Augmentation | CodeCode Available | 0 | 5 |
| Adversarial Training and Robustness for Multiple Perturbations | Apr 30, 2019 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| GenAttack: Practical Black-box Attacks with Gradient-Free Optimization | May 28, 2018 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 | 5 |
| Adversarial Robustness with Semi-Infinite Constrained Learning | Oct 29, 2021 | Adversarial 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 |
| Adversarial Robustness with Non-uniform Perturbations | Feb 24, 2021 | Adversarial RobustnessMalware Classification | CodeCode Available | 0 | 5 |
| Adversarially Robust Spiking Neural Networks Through Conversion | Nov 15, 2023 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Adversarial Robustness vs. Model Compression, or Both? | Oct 1, 2019 | Adversarial Robustnessmodel | 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 |
| Finding Biological Plausibility for Adversarially Robust Features via Metameric Tasks | Feb 2, 2022 | Adversarial RobustnessTexture Synthesis | CodeCode Available | 0 | 5 |
| Adversarial robustness via robust low rank representations | Jul 13, 2020 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Adversarially Robust One-class Novelty Detection | Aug 25, 2021 | Adversarial RobustnessNovelty Detection | CodeCode Available | 0 | 5 |
| FI-ODE: Certifiably Robust Forward Invariance in Neural ODEs | Oct 30, 2022 | Adversarial Robustnesscontinuous-control | CodeCode Available | 0 | 5 |
| Adversarial Robustness via Fisher-Rao Regularization | Jun 12, 2021 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 | 5 |
| Feature Statistics with Uncertainty Help Adversarial Robustness | Mar 26, 2025 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Advancing Adversarial Robustness in GNeRFs: The IL2-NeRF Attack | Jan 1, 2025 | 3D ReconstructionAdversarial Attack | CodeCode Available | 0 | 5 |
| Bridging the Performance Gap between FGSM and PGD Adversarial Training | Nov 7, 2020 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 | 5 |
| Adversarial Robustness Verification and Attack Synthesis in Stochastic Systems | Oct 5, 2021 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Feature Denoising for Improving Adversarial Robustness | Dec 9, 2018 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 | 5 |
| Bridging Robustness and Generalization Against Word Substitution Attacks in NLP via the Growth Bound Matrix Approach | Jul 14, 2025 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 | 5 |
| Bridging Adversarial Robustness and Gradient Interpretability | Mar 27, 2019 | 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 |
| Fast Adversarial Robustness Certification of Nearest Prototype Classifiers for Arbitrary Seminorms | Dec 1, 2020 | Adversarial RobustnessQuantization | CodeCode Available | 0 | 5 |
| Adversarial Robustness through the Lens of Convolutional Filters | Apr 5, 2022 | Adversarial Robustness | 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 |
| Fast Adversarial Training with Smooth Convergence | Aug 24, 2023 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Boosting Adversarial Training via Fisher-Rao Norm-based Regularization | Mar 26, 2024 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Expressive Losses for Verified Robustness via Convex Combinations | May 23, 2023 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Boosting Adversarial Robustness using Feature Level Stochastic Smoothing | Jun 10, 2023 | Adversarial RobustnessAutonomous Navigation | CodeCode Available | 0 | 5 |
| Adversarially Robust Learning with Optimal Transport Regularized Divergences | Sep 7, 2023 | Adversarial RobustnessDeep Learning | CodeCode Available | 0 | 5 |
| Scaling Trends in Language Model Robustness | Jul 25, 2024 | Adversarial RobustnessLanguage Modeling | CodeCode Available | 0 | 5 |
| Expressivity of Graph Neural Networks Through the Lens of Adversarial Robustness | Aug 16, 2023 | Adversarial RobustnessSubgraph Counting | CodeCode Available | 0 | 5 |
| FaiR-N: Fair and Robust Neural Networks for Structured Data | Oct 13, 2020 | Adversarial RobustnessAttribute | CodeCode Available | 0 | 5 |
| Boosting Accuracy and Robustness of Student Models via Adaptive Adversarial Distillation | Jan 1, 2023 | Adversarial RobustnessKnowledge Distillation | CodeCode Available | 0 | 5 |
| Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks | Apr 27, 2024 | Adversarial RobustnessGraph Representation Learning | CodeCode Available | 0 | 5 |
| BNN-DP: Robustness Certification of Bayesian Neural Networks via Dynamic Programming | Jun 19, 2023 | Adversarial RobustnessComputational Efficiency | 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 |
| Efficiently Training Low-Curvature Neural Networks | Jun 14, 2022 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Bridging the Gap Between Adversarial Robustness and Optimization Bias | Feb 17, 2021 | Adversarial Robustness | 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 |
| Improved Robustness Against Adaptive Attacks With Ensembles and Error-Correcting Output Codes | Mar 4, 2023 | Adversarial RobustnessDiversity | CodeCode Available | 0 | 5 |
