| Pruning in the Face of Adversaries | Aug 19, 2021 | Adversarial RobustnessNetwork Pruning | CodeCode Available | 0 |
| Improved Diffusion-based Generative Model with Better Adversarial Robustness | Feb 24, 2025 | Adversarial RobustnessDenoising | CodeCode Available | 0 |
| Improved Robustness Against Adaptive Attacks With Ensembles and Error-Correcting Output Codes | Mar 4, 2023 | Adversarial RobustnessDiversity | CodeCode Available | 0 |
| Improved robustness to adversarial examples using Lipschitz regularization of the loss | Oct 1, 2018 | Adversarial Robustness | CodeCode Available | 0 |
| Improved techniques for deterministic l2 robustness | Nov 15, 2022 | Adversarial Robustness | CodeCode Available | 0 |
| Adversarial Robustness Verification and Attack Synthesis in Stochastic Systems | Oct 5, 2021 | Adversarial Robustness | CodeCode Available | 0 |
| Efficient Contrastive Explanations on Demand | Dec 24, 2024 | Adversarial Robustness | CodeCode Available | 0 |
| Improving Adversarial Robust Fairness via Anti-Bias Soft Label Distillation | Dec 9, 2023 | Adversarial RobustnessFairness | CodeCode Available | 0 |
| Push Stricter to Decide Better: A Class-Conditional Feature Adaptive Framework for Improving Adversarial Robustness | Dec 1, 2021 | Adversarial Robustness | CodeCode Available | 0 |
| Benchmarking Robust Self-Supervised Learning Across Diverse Downstream Tasks | Jul 17, 2024 | Adversarial RobustnessBenchmarking | CodeCode Available | 0 |
| Effective and Efficient Vote Attack on Capsule Networks | Feb 19, 2021 | Adversarial Robustness | CodeCode Available | 0 |
| Understanding the Impact of Adversarial Robustness on Accuracy Disparity | Nov 28, 2022 | Adversarial RobustnessOpen-Ended Question Answering | CodeCode Available | 0 |
| Towards Practical Control of Singular Values of Convolutional Layers | Nov 24, 2022 | Adversarial Robustness | CodeCode Available | 0 |
| Improving Adversarial Robustness in Android Malware Detection by Reducing the Impact of Spurious Correlations | Aug 27, 2024 | Adversarial RobustnessAndroid Malware Detection | CodeCode Available | 0 |
| Improving Robustness with Adaptive Weight Decay | Sep 30, 2022 | Adversarial Robustness | CodeCode Available | 0 |
| 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 |
| Improving Adversarial Robustness of DEQs with Explicit Regulations Along the Neural Dynamics | Jun 2, 2023 | Adversarial Robustness | CodeCode Available | 0 |
| SRoUDA: Meta Self-training for Robust Unsupervised Domain Adaptation | Dec 12, 2022 | Adversarial RobustnessDomain Adaptation | CodeCode Available | 0 |
| EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples | Sep 13, 2017 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| Dynamic Time Warping based Adversarial Framework for Time-Series Domain | Jul 9, 2022 | Adversarial RobustnessDynamic Time Warping | CodeCode Available | 0 |
| Quantization-aware Interval Bound Propagation for Training Certifiably Robust Quantized Neural Networks | Nov 29, 2022 | Adversarial RobustnessGPU | CodeCode Available | 0 |
| Verifying Properties of Tsetlin Machines | Mar 25, 2023 | Adversarial RobustnessInterpretable Machine Learning | CodeCode Available | 0 |
| Do Perceptually Aligned Gradients Imply Adversarial Robustness? | Jul 22, 2022 | Adversarial RobustnessImage Classification | CodeCode Available | 0 |
| Don't Look into the Sun: Adversarial Solarization Attacks on Image Classifiers | Aug 24, 2023 | Adversarial Robustnessimage-classification | CodeCode Available | 0 |
| Understanding the Intrinsic Robustness of Image Distributions using Conditional Generative Models | Mar 1, 2020 | Adversarial Robustness | CodeCode Available | 0 |
| Queried Unlabeled Data Improves and Robustifies Class-Incremental Learning | Jun 15, 2022 | Adversarial Robustnessclass-incremental learning | CodeCode Available | 0 |
| Improving Adversarial Robustness via Probabilistically Compact Loss with Logit Constraints | Dec 14, 2020 | Adversarial Robustness | CodeCode Available | 0 |
| Improving Adversarial Robustness via Decoupled Visual Representation Masking | Jun 16, 2024 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 |
| Level Up with ML Vulnerability Identification: Leveraging Domain Constraints in Feature Space for Robust Android Malware Detection | May 30, 2022 | Adversarial RobustnessAndroid Malware Detection | CodeCode Available | 0 |
| Towards Understanding Adversarial Robustness of Optical Flow Networks | Mar 30, 2021 | Adversarial RobustnessOptical Flow Estimation | CodeCode Available | 0 |
| Improving Adversarial Robustness via Guided Complement Entropy | Mar 23, 2019 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 |
| Improving Adversarial Robustness via Joint Classification and Multiple Explicit Detection Classes | Oct 26, 2022 | Adversarial RobustnessRobust classification | CodeCode Available | 0 |
| Does language help generalization in vision models? | Apr 16, 2021 | Adversarial RobustnessClustering | CodeCode Available | 0 |
| RAID: A Dataset for Testing the Adversarial Robustness of AI-Generated Image Detectors | Jun 4, 2025 | Adversarial Robustness | CodeCode Available | 0 |
| BEARD: Benchmarking the Adversarial Robustness for Dataset Distillation | Nov 14, 2024 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| Improving Adversarial Robustness with Self-Paced Hard-Class Pair Reweighting | Oct 26, 2022 | Adversarial RobustnessModel Optimization | CodeCode Available | 0 |
| Bayesian Inference with Certifiable Adversarial Robustness | Feb 10, 2021 | Adversarial RobustnessBayesian Inference | CodeCode Available | 0 |
| An Empirical Study on the Relation between Network Interpretability and Adversarial Robustness | Dec 7, 2019 | Adversarial RobustnessImage Classification | CodeCode Available | 0 |
| Improving Robustness by Enhancing Weak Subnets | Jan 30, 2022 | Adversarial RobustnessData Augmentation | CodeCode Available | 0 |
| Adversarial Ensemble Training by Jointly Learning Label Dependencies and Member Models | Jun 29, 2022 | Adversarial RobustnessDiversity | CodeCode Available | 0 |
| Improving Document Binarization via Adversarial Noise-Texture Augmentation | Oct 25, 2018 | Adversarial RobustnessBinarization | CodeCode Available | 0 |
| Improving Ensemble Robustness by Collaboratively Promoting and Demoting Adversarial Robustness | Sep 21, 2020 | Adversarial RobustnessDiversity | CodeCode Available | 0 |
| RAMP: Boosting Adversarial Robustness Against Multiple l_p Perturbations for Universal Robustness | Feb 9, 2024 | Adversarial Robustness | CodeCode Available | 0 |
| Disentangling Adversarial Robustness in Directions of the Data Manifold | Jan 1, 2021 | Adversarial Robustness | CodeCode Available | 0 |
| Adversarial Robustness through the Lens of Convolutional Filters | Apr 5, 2022 | Adversarial Robustness | CodeCode Available | 0 |
| Randomized Message-Interception Smoothing: Gray-box Certificates for Graph Neural Networks | Jan 5, 2023 | Adversarial Robustness | CodeCode Available | 0 |
| Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications | May 11, 2023 | Adversarial Robustness | CodeCode Available | 0 |
| Adversarial Robustness Study of Convolutional Neural Network for Lumbar Disk Shape Reconstruction from MR images | Feb 4, 2021 | Adversarial RobustnessData Augmentation | CodeCode Available | 0 |
| Adversarial Concurrent Training: Optimizing Robustness and Accuracy Trade-off of Deep Neural Networks | Aug 16, 2020 | Adversarial Robustness | CodeCode Available | 0 |
| Batch Normalization Increases Adversarial Vulnerability and Decreases Adversarial Transferability: A Non-Robust Feature Perspective | Oct 7, 2020 | Adversarial Robustness | CodeCode Available | 0 |
