| Adversarial robustness of amortized Bayesian inference | May 24, 2023 | Adversarial RobustnessBayesian Inference | CodeCode Available | 0 | 5 |
| Impact of Architectural Modifications on Deep Learning Adversarial Robustness | May 3, 2024 | Adversarial RobustnessDeep Learning | CodeCode Available | 0 | 5 |
| End-to-end Kernel Learning via Generative Random Fourier Features | Sep 10, 2020 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Architectural Resilience to Foreground-and-Background Adversarial Noise | Mar 23, 2020 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| A Robust Backpropagation-Free Framework for Images | Jun 3, 2022 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Enhancing 3D Robotic Vision Robustness by Minimizing Adversarial Mutual Information through a Curriculum Training Approach | Sep 19, 2024 | Adversarial Robustnessobject-detection | 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 |
| Adversarial Robustness Guarantees for Gaussian Processes | Apr 7, 2021 | Adversarial RobustnessGaussian Processes | CodeCode Available | 0 | 5 |
| Implicit Generative Modeling of Random Noise during Training for Adversarial Robustness | Jul 5, 2018 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Is Adversarial Training with Compressed Datasets Effective? | Feb 8, 2024 | Adversarial RobustnessDataset Condensation | CodeCode Available | 0 | 5 |
| Adversarial Robustness for Visual Grounding of Multimodal Large Language Models | May 16, 2024 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 | 5 |
| Improving Adversarial Robustness via Probabilistically Compact Loss with Logit Constraints | Dec 14, 2020 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Do Perceptually Aligned Gradients Imply Adversarial Robustness? | Jul 22, 2022 | Adversarial RobustnessImage Classification | CodeCode Available | 0 | 5 |
| Don't Look into the Sun: Adversarial Solarization Attacks on Image Classifiers | Aug 24, 2023 | Adversarial Robustnessimage-classification | 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 |
| Hierarchical Distribution-Aware Testing of Deep Learning | May 17, 2022 | Adversarial RobustnessData Compression | CodeCode Available | 0 | 5 |
| Enhancing Adversarial Training via Reweighting Optimization Trajectory | Jun 25, 2023 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Gradient-Free Adversarial Attacks for Bayesian Neural Networks | Dec 23, 2020 | Adversarial RobustnessBayesian Inference | CodeCode Available | 0 | 5 |
| Enhancing Multiple Reliability Measures via Nuisance-extended Information Bottleneck | Mar 24, 2023 | Adversarial RobustnessNovelty Detection | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Give me a hint: Can LLMs take a hint to solve math problems? | Oct 8, 2024 | Adversarial RobustnessMath | CodeCode Available | 0 | 5 |
| Improving Ensemble Robustness by Collaboratively Promoting and Demoting Adversarial Robustness | Sep 21, 2020 | Adversarial RobustnessDiversity | 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 |
| Global-Local Regularization Via Distributional Robustness | Mar 1, 2022 | 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 |
| Does language help generalization in vision models? | Apr 16, 2021 | Adversarial RobustnessClustering | CodeCode Available | 0 | 5 |
| Understanding Intrinsic Robustness Using Label Uncertainty | Jul 7, 2021 | Adversarial RobustnessClassification | CodeCode Available | 0 | 5 |
| Error Correcting Output Codes Improve Probability Estimation and Adversarial Robustness of Deep Neural Networks | Dec 1, 2019 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 | 5 |
| Error Diffusion Halftoning Against Adversarial Examples | Jan 23, 2021 | Adversarial RobustnessQuantization | 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 |
| APRICOT: A Dataset of Physical Adversarial Attacks on Object Detection | Dec 17, 2019 | Adversarial RobustnessDensity Estimation | CodeCode Available | 0 | 5 |
| Evading classifiers in discrete domains with provable optimality guarantees | Oct 25, 2018 | Adversarial RobustnessSpam detection | CodeCode Available | 0 | 5 |
| Improving the Interpretability of fMRI Decoding using Deep Neural Networks and Adversarial Robustness | Apr 23, 2020 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Weight-Covariance Alignment for Adversarially Robust Neural Networks | Oct 17, 2020 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Tight Certificates of Adversarial Robustness for Randomly Smoothed Classifiers | Jun 12, 2019 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Physics-constrained Attack against Convolution-based Human Motion Prediction | Jun 21, 2023 | Adversarial AttackAdversarial Robustness | 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 |
| A Study on Adversarial Robustness of Discriminative Prototypical Learning | Apr 3, 2025 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Generating Adversarial Examples with Adversarial Networks | Jan 8, 2018 | 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 |
| GenAttack: Practical Black-box Attacks with Gradient-Free Optimization | May 28, 2018 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 | 5 |
| J-Guard: Journalism Guided Adversarially Robust Detection of AI-generated News | Sep 6, 2023 | Adversarial RobustnessArticles | CodeCode Available | 0 | 5 |
| Approximate Manifold Defense Against Multiple Adversarial Perturbations | Apr 5, 2020 | Adversarial Robustnessimage-classification | 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 |
| Generative Max-Mahalanobis Classifiers for Image Classification, Generation and More | Jan 1, 2021 | Adversarial RobustnessClassification | CodeCode Available | 0 | 5 |
| Evaluating the Adversarial Robustness of Semantic Segmentation: Trying Harder Pays Off | Jul 12, 2024 | Adversarial Robustnessimage-classification | 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 |
| Language Guided Adversarial Purification | Sep 19, 2023 | Adversarial DefenseAdversarial Purification | 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 |
