| Bridging Adversarial Robustness and Gradient Interpretability | Mar 27, 2019 | 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 |
| Building Robust Ensembles via Margin Boosting | Jun 7, 2022 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| CAAD 2018: Generating Transferable Adversarial Examples | Sep 29, 2018 | Adversarial AttackAdversarial Defense | 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 |
| Adversarial Robustness via Fisher-Rao Regularization | Jun 12, 2021 | Adversarial DefenseAdversarial Robustness | 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 |
| CAMP in the Odyssey: Provably Robust Reinforcement Learning with Certified Radius Maximization | Jan 29, 2025 | Adversarial RobustnessDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks | Feb 6, 2023 | Adversarial RobustnessData Augmentation | CodeCode Available | 0 | 5 |
| Hardening DNNs against Transfer Attacks during Network Compression using Greedy Adversarial Pruning | Jun 15, 2022 | Adversarial RobustnessQuantization | CodeCode Available | 0 | 5 |
| Adversarial Robustness through the Lens of Convolutional Filters | Apr 5, 2022 | 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 |
| Generative Max-Mahalanobis Classifiers for Image Classification, Generation and More | Jan 1, 2021 | Adversarial RobustnessClassification | CodeCode Available | 0 | 5 |
| Boosting Adversarial Training via Fisher-Rao Norm-based Regularization | Mar 26, 2024 | 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 |
| Efficiently Training Low-Curvature Neural Networks | Jun 14, 2022 | Adversarial Robustness | 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 |
| BNN-DP: Robustness Certification of Bayesian Neural Networks via Dynamic Programming | Jun 19, 2023 | Adversarial RobustnessComputational Efficiency | CodeCode Available | 0 | 5 |
| Carefully Blending Adversarial Training, Purification, and Aggregation Improves Adversarial Robustness | May 25, 2023 | Adversarial DefenseAdversarial Purification | 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 |
| 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 |
| Improving Adversarial Robustness via Guided Complement Entropy | Mar 23, 2019 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 | 5 |
| Biologically Inspired Mechanisms for Adversarial Robustness | Jun 29, 2020 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| CausAdv: A Causal-based Framework for Detecting Adversarial Examples | Oct 29, 2024 | Adversarial Robustnesscounterfactual | CodeCode Available | 0 | 5 |
| IBP Regularization for Verified Adversarial Robustness via Branch-and-Bound | Jun 29, 2022 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Adversarial Training and Robustness for Multiple Perturbations | Apr 30, 2019 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Feature Statistics with Uncertainty Help Adversarial Robustness | Mar 26, 2025 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Implicit Generative Modeling of Random Noise during Training for Adversarial Robustness | Jul 5, 2018 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Improved Adversarial Training Through Adaptive Instance-wise Loss Smoothing | Mar 24, 2023 | Adversarial AttackAdversarial 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 |
| Feature Denoising for Improving Adversarial Robustness | Dec 9, 2018 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 | 5 |
| Fast Adversarial Training with Smooth Convergence | Aug 24, 2023 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Center Smoothing: Certified Robustness for Networks with Structured Outputs | Feb 19, 2021 | Adversarial RobustnessDimensionality Reduction | 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 |
| Model Compression with Adversarial Robustness: A Unified Optimization Framework | Feb 10, 2019 | Adversarial RobustnessModel Compression | 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 |
| Fast Adversarial Robustness Certification of Nearest Prototype Classifiers for Arbitrary Seminorms | Dec 1, 2020 | Adversarial RobustnessQuantization | 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 |
| Expressivity of Graph Neural Networks Through the Lens of Adversarial Robustness | Aug 16, 2023 | Adversarial RobustnessSubgraph Counting | CodeCode Available | 0 | 5 |
| Expressive Losses for Verified Robustness via Convex Combinations | May 23, 2023 | Adversarial Robustness | 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 |
| 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 |
| Scaling Trends in Language Model Robustness | Jul 25, 2024 | Adversarial RobustnessLanguage Modeling | CodeCode Available | 0 | 5 |
| Certifying Joint Adversarial Robustness for Model Ensembles | Apr 21, 2020 | Adversarial Robustnessmodel | 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 |
