| Data Quality Matters For Adversarial Training: An Empirical Study | Feb 15, 2021 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| DAT: Improving Adversarial Robustness via Generative Amplitude Mix-up in Frequency Domain | Oct 16, 2024 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| IB-RAR: Information Bottleneck as Regularizer for Adversarial Robustness | Feb 9, 2023 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| BEARD: Benchmarking the Adversarial Robustness for Dataset Distillation | Nov 14, 2024 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 | 5 |
| Bayesian Inference with Certifiable Adversarial Robustness | Feb 10, 2021 | Adversarial RobustnessBayesian Inference | CodeCode Available | 0 | 5 |
| Deceptive Fairness Attacks on Graphs via Meta Learning | Oct 24, 2023 | Adversarial RobustnessFairness | 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 |
| Hyper-parameter Tuning for Adversarially Robust Models | Apr 5, 2023 | Adversarial RobustnessGPU | CodeCode Available | 0 | 5 |
| Improving Adversarial Robust Fairness via Anti-Bias Soft Label Distillation | Dec 9, 2023 | Adversarial RobustnessFairness | CodeCode Available | 0 | 5 |
| Improving Robustness of Convolutional Neural Networks Using Element-Wise Activation Scaling | Feb 24, 2022 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Adversarial Fine-tuning of Compressed Neural Networks for Joint Improvement of Robustness and Efficiency | Mar 14, 2024 | Adversarial RobustnessModel Compression | CodeCode Available | 0 | 5 |
| AutoZOOM: Autoencoder-based Zeroth Order Optimization Method for Attacking Black-box Neural Networks | May 30, 2018 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Automated Repair of Neural Networks | Jul 17, 2022 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Adversarial Robustness of Neural-Statistical Features in Detection of Generative Transformers | Mar 2, 2022 | Adversarial RobustnessAdversarial Text | CodeCode Available | 0 | 5 |
| Adversarial Robustness of MR Image Reconstruction under Realistic Perturbations | Aug 5, 2022 | Adversarial RobustnessDiagnostic | CodeCode Available | 0 | 5 |
| Adaptive Smoothness-weighted Adversarial Training for Multiple Perturbations with Its Stability Analysis | Oct 2, 2022 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Hierarchical Distribution-Aware Testing of Deep Learning | May 17, 2022 | Adversarial RobustnessData Compression | CodeCode Available | 0 | 5 |
| Adversarial Feature Desensitization | Jun 8, 2020 | Adversarial RobustnessDomain Adaptation | CodeCode Available | 0 | 5 |
| GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models | Apr 19, 2023 | Adversarial Robustness | 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 |
| Improving Adversarial Robustness by Putting More Regularizations on Less Robust Samples | Jun 7, 2022 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Human Eyes Inspired Recurrent Neural Networks are More Robust Against Adversarial Noises | Jun 15, 2022 | Adversarial RobustnessFoveation | CodeCode Available | 0 | 5 |
| Generative Max-Mahalanobis Classifiers for Image Classification, Generation and More | Jan 1, 2021 | Adversarial RobustnessClassification | 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 |
| Generating Adversarial Examples with Adversarial Networks | Jan 8, 2018 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| On Adversarial Robustness of Point Cloud Semantic Segmentation | Dec 11, 2021 | Adversarial RobustnessAutonomous Driving | 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 |
| Give me a hint: Can LLMs take a hint to solve math problems? | Oct 8, 2024 | Adversarial RobustnessMath | CodeCode Available | 0 | 5 |
| GenAttack: Practical Black-box Attacks with Gradient-Free Optimization | May 28, 2018 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 | 5 |
| Adaptive Randomized Smoothing: Certified Adversarial Robustness for Multi-Step Defences | Jun 14, 2024 | Adversarial Robustnessimage-classification | 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 of Deep Learning-Based Malware Detectors via (De)Randomized Smoothing | Apr 22, 2024 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks | Feb 6, 2023 | Adversarial RobustnessData Augmentation | CodeCode Available | 0 | 5 |
| Global-Local Regularization Via Distributional Robustness | Mar 1, 2022 | Adversarial RobustnessDomain Adaptation | CodeCode Available | 0 | 5 |
| Adversarial Examples for k-Nearest Neighbor Classifiers Based on Higher-Order Voronoi Diagrams | Nov 19, 2020 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| A Training Rate and Survival Heuristic for Inference and Robustness Evaluation (TRASHFIRE) | Jan 24, 2024 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Adversarial Robustness of Deep Learning Models for Inland Water Body Segmentation from SAR Images | May 3, 2025 | Adversarial RobustnessData Poisoning | CodeCode Available | 0 | 5 |
| Adaptive Meta-Learning for Robust Deepfake Detection: A Multi-Agent Framework to Data Drift and Model Generalization | Nov 12, 2024 | Adversarial RobustnessDeepFake Detection | CodeCode Available | 0 | 5 |
| FI-ODE: Certifiably Robust Forward Invariance in Neural ODEs | Oct 30, 2022 | Adversarial Robustnesscontinuous-control | CodeCode Available | 0 | 5 |
| Efficiently Training Low-Curvature Neural Networks | Jun 14, 2022 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Gradient-Free Adversarial Attacks for Bayesian Neural Networks | Dec 23, 2020 | Adversarial RobustnessBayesian Inference | CodeCode Available | 0 | 5 |
| A Study on Adversarial Robustness of Discriminative Prototypical Learning | Apr 3, 2025 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Tight Certificates of Adversarial Robustness for Randomly Smoothed Classifiers | Jun 12, 2019 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Adversarial robustness of VAEs through the lens of local geometry | Aug 8, 2022 | Adversarial RobustnessDecoder | CodeCode Available | 0 | 5 |
| Weight-Covariance Alignment for Adversarially Robust Neural Networks | Oct 17, 2020 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Adversarial Examples for Evaluating Math Word Problem Solvers | Sep 13, 2021 | Adversarial RobustnessMath | CodeCode Available | 0 | 5 |
| Feature Statistics with Uncertainty Help Adversarial Robustness | Mar 26, 2025 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Feature Denoising for Improving Adversarial Robustness | Dec 9, 2018 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 | 5 |
| Assaying Out-Of-Distribution Generalization in Transfer Learning | Jul 19, 2022 | Adversarial RobustnessOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
