| AugLy: Data Augmentations for Robustness | Jan 17, 2022 | Adversarial RobustnessData Augmentation | CodeCode Available | 5 | 5 |
| LORE: Lagrangian-Optimized Robust Embeddings for Visual Encoders | May 24, 2025 | Adversarial RobustnessOut-of-Distribution Generalization | CodeCode Available | 4 | 5 |
| Quantifying the robustness of deep multispectral segmentation models against natural perturbations and data poisoning | May 18, 2023 | Adversarial RobustnessData Poisoning | CodeCode Available | 3 | 5 |
| Adversarial Robustness Toolbox v1.0.0 | Jul 3, 2018 | Adversarial RobustnessBIG-bench Machine Learning | CodeCode Available | 3 | 5 |
| Indicators of Attack Failure: Debugging and Improving Optimization of Adversarial Examples | Jun 18, 2021 | Adversarial Robustness | CodeCode Available | 3 | 5 |
| Improving Alignment and Robustness with Circuit Breakers | Jun 6, 2024 | Adversarial Robustness | CodeCode Available | 3 | 5 |
| An Unsupervised Approach to Achieve Supervised-Level Explainability in Healthcare Records | Jun 13, 2024 | Adversarial RobustnessExplainable Artificial Intelligence (XAI) | CodeCode Available | 2 | 5 |
| RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text Detectors | May 13, 2024 | Adversarial RobustnessText Detection | CodeCode Available | 2 | 5 |
| ALERT: A Comprehensive Benchmark for Assessing Large Language Models' Safety through Red Teaming | Apr 6, 2024 | Adversarial RobustnessDialogue Safety Prediction | CodeCode Available | 2 | 5 |
| Fast Minimum-norm Adversarial Attacks through Adaptive Norm Constraints | Feb 25, 2021 | Adversarial AttackAdversarial Robustness | CodeCode Available | 2 | 5 |
| One Prompt Word is Enough to Boost Adversarial Robustness for Pre-trained Vision-Language Models | Mar 4, 2024 | Adversarial AttackAdversarial Robustness | CodeCode Available | 2 | 5 |
| Authorship Obfuscation in Multilingual Machine-Generated Text Detection | Jan 15, 2024 | Adversarial RobustnessBenchmarking | CodeCode Available | 2 | 5 |
| On Evaluating Adversarial Robustness of Large Vision-Language Models | May 26, 2023 | Adversarial Robustnessmultimodal generation | CodeCode Available | 2 | 5 |
| A Survey on Deep Neural Network Pruning-Taxonomy, Comparison, Analysis, and Recommendations | Aug 13, 2023 | Adversarial RobustnessNetwork Pruning | CodeCode Available | 2 | 5 |
| Artificial Kuramoto Oscillatory Neurons | Oct 17, 2024 | Adversarial RobustnessObject Discovery | CodeCode Available | 2 | 5 |
| Dissecting Adversarial Robustness of Multimodal LM Agents | Jun 18, 2024 | Adversarial RobustnessAdversarial Text | CodeCode Available | 2 | 5 |
| CLAIMED, a visual and scalable component library for Trusted AI | Mar 4, 2021 | Adversarial RobustnessFairness | CodeCode Available | 2 | 5 |
| MIBench: A Comprehensive Framework for Benchmarking Model Inversion Attack and Defense | Oct 7, 2024 | Adversarial RobustnessBenchmarking | CodeCode Available | 2 | 5 |
| AdvRush: Searching for Adversarially Robust Neural Architectures | Aug 3, 2021 | Adversarial RobustnessNeural Architecture Search | CodeCode Available | 1 | 5 |
| Adversarial Visual Robustness by Causal Intervention | Jun 17, 2021 | Adversarial Robustness | CodeCode Available | 1 | 5 |
| AGKD-BML: Defense Against Adversarial Attack by Attention Guided Knowledge Distillation and Bi-directional Metric Learning | Aug 13, 2021 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 | 5 |
| Adversarial Training with Complementary Labels: On the Benefit of Gradually Informative Attacks | Nov 1, 2022 | Adversarial RobustnessPseudo Label | CodeCode Available | 1 | 5 |
| Adversarial Robustness under Long-Tailed Distribution | Apr 6, 2021 | Adversarial Robustness | CodeCode Available | 1 | 5 |
| Adversarially Robust Distillation | May 23, 2019 | Adversarial RobustnessKnowledge Distillation | CodeCode Available | 1 | 5 |
| Adversarial Training of Self-supervised Monocular Depth Estimation against Physical-World Attacks | Jan 31, 2023 | Adversarial RobustnessAutonomous Driving | CodeCode Available | 1 | 5 |
| Achieving robustness in classification using optimal transport with hinge regularization | Jun 11, 2020 | Adversarial RobustnessBinary Classification | CodeCode Available | 1 | 5 |
| GenoArmory: A Unified Evaluation Framework for Adversarial Attacks on Genomic Foundation Models | May 16, 2025 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 | 5 |
| Adversarial Machine Learning: Bayesian Perspectives | Mar 7, 2020 | Adversarial RobustnessBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Adversarial vulnerability of powerful near out-of-distribution detection | Jan 18, 2022 | Adversarial RobustnessOut-of-Distribution Detection | CodeCode Available | 1 | 5 |
| Adversarial Vulnerability of Randomized Ensembles | Jun 14, 2022 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 | 5 |
| Adversarially-Aware Robust Object Detector | Jul 13, 2022 | Adversarial RobustnessObject | CodeCode Available | 1 | 5 |
| Adversarial Robustness via Random Projection Filters | Jan 1, 2023 | Adversarial RobustnessAttribute | CodeCode Available | 1 | 5 |
| Adversarial Vertex Mixup: Toward Better Adversarially Robust Generalization | Mar 5, 2020 | Adversarial RobustnessData Augmentation | CodeCode Available | 1 | 5 |
| Adversarial Robustness of Representation Learning for Knowledge Graphs | Sep 30, 2022 | Adversarial RobustnessData Poisoning | CodeCode Available | 1 | 5 |
| Adversarial Robustness of Bottleneck Injected Deep Neural Networks for Task-Oriented Communication | Dec 13, 2024 | Adversarial Robustness | CodeCode Available | 1 | 5 |
| Adversarial Robustness on In- and Out-Distribution Improves Explainability | Mar 20, 2020 | Adversarial Robustnessimage-classification | CodeCode Available | 1 | 5 |
| Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning | Mar 28, 2020 | Adversarial Robustness | CodeCode Available | 1 | 5 |
| Adversarial Contrastive Learning via Asymmetric InfoNCE | Jul 18, 2022 | Adversarial RobustnessContrastive Learning | CodeCode Available | 1 | 5 |
| On the Adversarial Robustness of Vision Transformers | Mar 29, 2021 | Adversarial Robustness | CodeCode Available | 1 | 5 |
| Adversarial Robustness Against the Union of Multiple Threat Models | Jan 1, 2020 | Adversarial Robustness | CodeCode Available | 1 | 5 |
| Adversarial Robustness Comparison of Vision Transformer and MLP-Mixer to CNNs | Oct 6, 2021 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 | 5 |
| Adversarial Robustness for Code | Feb 11, 2020 | Adversarial RobustnessBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Guardians of Image Quality: Benchmarking Defenses Against Adversarial Attacks on Image Quality Metrics | Aug 2, 2024 | Adversarial AttackAdversarial Purification | CodeCode Available | 1 | 5 |
| Adversarial Robustness Limits via Scaling-Law and Human-Alignment Studies | Apr 14, 2024 | Adversarial Robustness | CodeCode Available | 1 | 5 |
| Adversarial Robustness of Deep Convolutional Candlestick Learner | May 29, 2020 | Adversarial Robustness | CodeCode Available | 1 | 5 |
| DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness | Mar 20, 2023 | Adversarial RobustnessMalware Detection | CodeCode Available | 1 | 5 |
| Adversarial Robustness in Graph Neural Networks: A Hamiltonian Approach | Oct 10, 2023 | Adversarial Robustness | CodeCode Available | 1 | 5 |
| Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models | Nov 4, 2021 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 | 5 |
| Adversarial Prompt Tuning for Vision-Language Models | Nov 19, 2023 | Adversarial Robustness | CodeCode Available | 1 | 5 |
| CausalAdv: Adversarial Robustness through the Lens of Causality | Jun 11, 2021 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 | 5 |
