| Gated Information Bottleneck for Generalization in Sequential Environments | Oct 12, 2021 | Adversarial RobustnessOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks | Feb 6, 2023 | Adversarial RobustnessData Augmentation | CodeCode Available | 0 |
| GenAttack: Practical Black-box Attacks with Gradient-Free Optimization | May 28, 2018 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| Variational Classification | May 17, 2023 | Adversarial RobustnessClassification | CodeCode Available | 0 |
| Bridging the Theoretical Gap in Randomized Smoothing | Apr 3, 2025 | Adversarial Robustness | CodeCode Available | 0 |
| Adversarially Robust Decision Transformer | Jul 25, 2024 | Adversarial RobustnessSequential Decision Making | CodeCode Available | 0 |
| Bridging the Performance Gap between FGSM and PGD Adversarial Training | Nov 7, 2020 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| Bridging the Gap Between Adversarial Robustness and Optimization Bias | Feb 17, 2021 | Adversarial Robustness | CodeCode Available | 0 |
| Role of Spatial Context in Adversarial Robustness for Object Detection | Sep 30, 2019 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| PDPGD: Primal-Dual Proximal Gradient Descent Adversarial Attack | Jun 3, 2021 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| 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 |
| Evaluating the Robustness of Geometry-Aware Instance-Reweighted Adversarial Training | Mar 2, 2021 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| advertorch v0.1: An Adversarial Robustness Toolbox based on PyTorch | Feb 20, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 0 |
| Towards Deep Learning Models Resistant to Large Perturbations | Mar 30, 2020 | Adversarial RobustnessDeep Learning | CodeCode Available | 0 |
| Evaluating the Robustness of Adversarial Defenses in Malware Detection Systems | May 14, 2025 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| Generating Adversarial Examples with Adversarial Networks | Jan 8, 2018 | Adversarial Robustness | CodeCode Available | 0 |
| Generating Adversarial Samples in Mini-Batches May Be Detrimental To Adversarial Robustness | Mar 30, 2023 | Adversarial Robustness | CodeCode Available | 0 |
| Bridging Adversarial Robustness and Gradient Interpretability | Mar 27, 2019 | Adversarial Robustness | CodeCode Available | 0 |
| Generative Max-Mahalanobis Classifiers for Image Classification, Generation and More | Jan 1, 2021 | Adversarial RobustnessClassification | CodeCode Available | 0 |
| What Can the Neural Tangent Kernel Tell Us About Adversarial Robustness? | Oct 11, 2022 | Adversarial Robustness | CodeCode Available | 0 |
| Shift Invariance Can Reduce Adversarial Robustness | Mar 3, 2021 | Adversarial Robustness | CodeCode Available | 0 |
| Verifying And Interpreting Neural Networks using Finite Automata | Nov 2, 2022 | Adversarial Robustness | CodeCode Available | 0 |
| Get Fooled for the Right Reason: Improving Adversarial Robustness through a Teacher-guided Curriculum Learning Approach | Oct 30, 2021 | Adversarial Robustness | CodeCode Available | 0 |
| Sibylvariant Transformations for Robust Text Classification | May 10, 2022 | Adversarial RobustnessDefect Detection | CodeCode Available | 0 |
| Give me a hint: Can LLMs take a hint to solve math problems? | Oct 8, 2024 | Adversarial RobustnessMath | CodeCode Available | 0 |
| Adversaries With Incentives: A Strategic Alternative to Adversarial Robustness | Jun 17, 2024 | Adversarial RobustnessInductive Bias | CodeCode Available | 0 |
| Global-Local Regularization Via Distributional Robustness | Mar 1, 2022 | Adversarial RobustnessDomain Adaptation | CodeCode Available | 0 |
| Sign-OPT: A Query-Efficient Hard-label Adversarial Attack | Sep 24, 2019 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks | Apr 27, 2024 | Adversarial RobustnessGraph Representation Learning | CodeCode Available | 0 |
| Adversarial Training and Robustness for Multiple Perturbations | Apr 30, 2019 | Adversarial Robustness | CodeCode Available | 0 |
| Gradient-Free Adversarial Attacks for Bayesian Neural Networks | Dec 23, 2020 | Adversarial RobustnessBayesian Inference | CodeCode Available | 0 |
| Evaluating the Adversarial Robustness of Semantic Segmentation: Trying Harder Pays Off | Jul 12, 2024 | Adversarial Robustnessimage-classification | CodeCode Available | 0 |
| GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models | Apr 19, 2023 | Adversarial Robustness | CodeCode Available | 0 |
| Adversarial Robustness with Non-uniform Perturbations | Feb 24, 2021 | Adversarial RobustnessMalware Classification | CodeCode Available | 0 |
| Adversarial Neural Pruning with Latent Vulnerability Suppression | Aug 12, 2019 | Adversarial Robustness | CodeCode Available | 0 |
| Boosting Adversarial Training via Fisher-Rao Norm-based Regularization | Mar 26, 2024 | Adversarial Robustness | CodeCode Available | 0 |
| SkeleVision: Towards Adversarial Resiliency of Person Tracking with Multi-Task Learning | Apr 2, 2022 | Adversarial RobustnessAutonomous Driving | CodeCode Available | 0 |
| Adversarial Robustness vs. Model Compression, or Both? | Oct 1, 2019 | Adversarial Robustnessmodel | CodeCode Available | 0 |
| Hardening DNNs against Transfer Attacks during Network Compression using Greedy Adversarial Pruning | Jun 15, 2022 | Adversarial RobustnessQuantization | CodeCode Available | 0 |
| PointACL:Adversarial Contrastive Learning for Robust Point Clouds Representation under Adversarial Attack | Sep 14, 2022 | 3D ClassificationAdversarial Attack | CodeCode Available | 0 |
| Adversarial Examples for Evaluating Math Word Problem Solvers | Sep 13, 2021 | Adversarial RobustnessMath | CodeCode Available | 0 |
| Evaluating and Safeguarding the Adversarial Robustness of Retrieval-Based In-Context Learning | May 24, 2024 | Adversarial RobustnessIn-Context Learning | CodeCode Available | 0 |
| Adversarial robustness via robust low rank representations | Jul 13, 2020 | Adversarial Robustness | CodeCode Available | 0 |
| Smoothed Embeddings for Certified Few-Shot Learning | Feb 2, 2022 | Adversarial RobustnessFew-Shot Learning | CodeCode Available | 0 |
| Semialgebraic Optimization for Lipschitz Constants of ReLU Networks | Feb 10, 2020 | Adversarial Robustness | CodeCode Available | 0 |
| Hierarchical Distribution-Aware Testing of Deep Learning | May 17, 2022 | Adversarial RobustnessData Compression | CodeCode Available | 0 |
| Power up! Robust Graph Convolutional Network via Graph Powering | May 24, 2019 | Adversarial Robustness | CodeCode Available | 0 |
| Evaluating Membership Inference Through Adversarial Robustness | May 14, 2022 | Adversarial RobustnessDeep Learning | CodeCode Available | 0 |
| Evaluating Adversarial Robustness of Low dose CT Recovery | Feb 18, 2024 | Adversarial RobustnessComputed Tomography (CT) | CodeCode Available | 0 |
| Understanding Robustness of Visual State Space Models for Image Classification | Mar 16, 2024 | Adversarial Robustnessimage-classification | CodeCode Available | 0 |
