| A Training Rate and Survival Heuristic for Inference and Robustness Evaluation (TRASHFIRE) | Jan 24, 2024 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Evaluation of Hate Speech Detection Using Large Language Models and Geographical Contextualization | Feb 26, 2025 | Adversarial RobustnessBinary Classification | CodeCode Available | 0 | 5 |
| Hyper-parameter Tuning for Adversarially Robust Models | Apr 5, 2023 | Adversarial RobustnessGPU | CodeCode Available | 0 | 5 |
| Evolution-based Region Adversarial Prompt Learning for Robustness Enhancement in Vision-Language Models | Mar 17, 2025 | Adversarial RobustnessPrompt Learning | CodeCode Available | 0 | 5 |
| Improved Adversarial Training Through Adaptive Instance-wise Loss Smoothing | Mar 24, 2023 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 | 5 |
| Does language help generalization in vision models? | Apr 16, 2021 | Adversarial RobustnessClustering | CodeCode Available | 0 | 5 |
| An Empirical Study on the Relation between Network Interpretability and Adversarial Robustness | Dec 7, 2019 | Adversarial RobustnessImage Classification | CodeCode Available | 0 | 5 |
| Expanding Scope: Adapting English Adversarial Attacks to Chinese | Jun 8, 2023 | 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 |
| APRICOT: A Dataset of Physical Adversarial Attacks on Object Detection | Dec 17, 2019 | Adversarial RobustnessDensity Estimation | CodeCode Available | 0 | 5 |
| A practical approach to evaluating the adversarial distance for machine learning classifiers | Sep 5, 2024 | Adversarial AttackAdversarial 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 |
| Approximate Manifold Defense Against Multiple Adversarial Perturbations | Apr 5, 2020 | Adversarial Robustnessimage-classification | CodeCode Available | 0 | 5 |
| Explaining Adversarial Vulnerability with a Data Sparsity Hypothesis | Mar 1, 2021 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Model-tuning Via Prompts Makes NLP Models Adversarially Robust | Mar 13, 2023 | Adversarial RobustnessLanguage Modelling | CodeCode Available | 0 | 5 |
| Adversarial Concurrent Training: Optimizing Robustness and Accuracy Trade-off of Deep Neural Networks | Aug 16, 2020 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Improved Diffusion-based Generative Model with Better Adversarial Robustness | Feb 24, 2025 | Adversarial RobustnessDenoising | CodeCode Available | 0 | 5 |
| Disentangling Adversarial Robustness in Directions of the Data Manifold | Jan 1, 2021 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Disentangling Adversarial Robustness and Generalization | Dec 3, 2018 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| A PAC-Bayes Analysis of Adversarial Robustness | Feb 19, 2021 | Adversarial RobustnessGeneralization Bounds | CodeCode Available | 0 | 5 |
| Exploring Adversarial Examples and Adversarial Robustness of Convolutional Neural Networks by Mutual Information | Jul 12, 2022 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Exploring Adversarially Robust Training for Unsupervised Domain Adaptation | Feb 18, 2022 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 | 5 |
| Hierarchical Distribution-Aware Testing of Deep Learning | May 17, 2022 | Adversarial RobustnessData Compression | CodeCode Available | 0 | 5 |
| The interplay of robustness and generalization in quantum machine learning | Jun 10, 2025 | Adversarial RobustnessQuantum Machine Learning | CodeCode Available | 0 | 5 |
| Diffusion Denoised Smoothing for Certified and Adversarial Robust Out-Of-Distribution Detection | Mar 27, 2023 | Adversarial RobustnessOut-of-Distribution Detection | 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 |
| Diffusion-based Adversarial Purification for Intrusion Detection | Jun 25, 2024 | Adversarial PurificationAdversarial Robustness | CodeCode Available | 0 | 5 |
| How many perturbations break this model? Evaluating robustness beyond adversarial accuracy | Jul 8, 2022 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 | 5 |
| Global-Local Regularization Via Distributional Robustness | Mar 1, 2022 | Adversarial RobustnessDomain Adaptation | CodeCode Available | 0 | 5 |
| Gradient-Free Adversarial Attacks for Bayesian Neural Networks | Dec 23, 2020 | Adversarial RobustnessBayesian Inference | CodeCode Available | 0 | 5 |
| DiffPAD: Denoising Diffusion-based Adversarial Patch Decontamination | Oct 31, 2024 | Adversarial RobustnessBinarization | CodeCode Available | 0 | 5 |
| Different Spectral Representations in Optimized Artificial Neural Networks and Brains | Aug 22, 2022 | 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 |
| 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 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 |
| GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models | Apr 19, 2023 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Improved Robustness Against Adaptive Attacks With Ensembles and Error-Correcting Output Codes | Mar 4, 2023 | Adversarial RobustnessDiversity | CodeCode Available | 0 | 5 |
| Deterministic Gaussian Averaged Neural Networks | Jun 10, 2020 | Adversarial Robustnessregression | CodeCode Available | 0 | 5 |
| Detection Defenses: An Empty Promise against Adversarial Patch Attacks on Optical Flow | Oct 26, 2023 | Adversarial RobustnessMotion Detection | CodeCode Available | 0 | 5 |
| Annealing Self-Distillation Rectification Improves Adversarial Training | May 20, 2023 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Dense Hopfield Networks in the Teacher-Student Setting | Jan 8, 2024 | Adversarial Robustness | 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 |
| Expressive Losses for Verified Robustness via Convex Combinations | May 23, 2023 | 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 |
| Adversarial Fine-tuning of Compressed Neural Networks for Joint Improvement of Robustness and Efficiency | Mar 14, 2024 | Adversarial RobustnessModel Compression | CodeCode Available | 0 | 5 |
| On the human-recognizability phenomenon of adversarially trained deep image classifiers | Dec 18, 2020 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| On the Importance of Backbone to the Adversarial Robustness of Object Detectors | May 27, 2023 | Adversarial RobustnessAutonomous Driving | CodeCode Available | 0 | 5 |
| GenAttack: Practical Black-box Attacks with Gradient-Free Optimization | May 28, 2018 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 | 5 |
| A New Dataset Based on Images Taken by Blind People for Testing the Robustness of Image Classification Models Trained for ImageNet Categories | Jan 1, 2023 | Adversarial RobustnessClassification | CodeCode Available | 0 | 5 |
