| Assaying Out-Of-Distribution Generalization in Transfer Learning | Jul 19, 2022 | Adversarial RobustnessOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| IBP Regularization for Verified Adversarial Robustness via Branch-and-Bound | Jun 29, 2022 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Impact of Architectural Modifications on Deep Learning Adversarial Robustness | May 3, 2024 | Adversarial RobustnessDeep Learning | CodeCode Available | 0 | 5 |
| Improved Adversarial Training Through Adaptive Instance-wise Loss Smoothing | Mar 24, 2023 | 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 |
| A Simple Approach to Adversarial Robustness in Few-shot Image Classification | Apr 11, 2022 | Adversarial RobustnessFew-Shot Image Classification | CodeCode Available | 0 | 5 |
| Hyper-parameter Tuning for Adversarially Robust Models | Apr 5, 2023 | Adversarial RobustnessGPU | CodeCode Available | 0 | 5 |
| Exploring the Landscape of Spatial Robustness | Dec 7, 2017 | Adversarial RobustnessData Augmentation | CodeCode Available | 0 | 5 |
| AROID: Improving Adversarial Robustness Through Online Instance-Wise Data Augmentation | Jun 12, 2023 | Adversarial RobustnessData Augmentation | CodeCode Available | 0 | 5 |
| A Brain-Inspired Regularizer for Adversarial Robustness | Oct 4, 2024 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Improved Diffusion-based Generative Model with Better Adversarial Robustness | Feb 24, 2025 | Adversarial RobustnessDenoising | CodeCode Available | 0 | 5 |
| A Robust Backpropagation-Free Framework for Images | Jun 3, 2022 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| How to compare adversarial robustness of classifiers from a global perspective | Apr 22, 2020 | Adversarial RobustnessBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Adversarial Robustness in Multi-Task Learning: Promises and Illusions | Oct 26, 2021 | Adversarial RobustnessMulti-Task Learning | CodeCode Available | 0 | 5 |
| Efficient Robustness Assessment via Adversarial Spatial-Temporal Focus on Videos | Jan 3, 2023 | Action RecognitionAdversarial Robustness | CodeCode Available | 0 | 5 |
| Hierarchical Distribution-Aware Testing of Deep Learning | May 17, 2022 | Adversarial RobustnessData Compression | CodeCode Available | 0 | 5 |
| Adversarial Ensemble Training by Jointly Learning Label Dependencies and Member Models | Jun 29, 2022 | Adversarial RobustnessDiversity | CodeCode Available | 0 | 5 |
| Efficient Contrastive Explanations on Demand | Dec 24, 2024 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Are Large Language Models Really Bias-Free? Jailbreak Prompts for Assessing Adversarial Robustness to Bias Elicitation | Jul 11, 2024 | Adversarial RobustnessFairness | CodeCode Available | 0 | 5 |
| A Curious Case of Searching for the Correlation between Training Data and Adversarial Robustness of Transformer Textual Models | Feb 18, 2024 | Adversarial RobustnessAdversarial Text | 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 |
| Global-Local Regularization Via Distributional Robustness | Mar 1, 2022 | Adversarial RobustnessDomain Adaptation | 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 |
| Gradient-Free Adversarial Attacks for Bayesian Neural Networks | Dec 23, 2020 | Adversarial RobustnessBayesian Inference | 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 |
| Dynamic Time Warping based Adversarial Framework for Time-Series Domain | Jul 9, 2022 | Adversarial RobustnessDynamic Time Warping | CodeCode Available | 0 | 5 |
| Adversarial robustness of amortized Bayesian inference | May 24, 2023 | Adversarial RobustnessBayesian Inference | CodeCode Available | 0 | 5 |
| Generative Max-Mahalanobis Classifiers for Image Classification, Generation and More | Jan 1, 2021 | Adversarial RobustnessClassification | CodeCode Available | 0 | 5 |
| GenAttack: Practical Black-box Attacks with Gradient-Free Optimization | May 28, 2018 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 | 5 |
| Architectural Resilience to Foreground-and-Background Adversarial Noise | Mar 23, 2020 | Adversarial Robustness | 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 |
| GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks | Feb 6, 2023 | Adversarial RobustnessData Augmentation | CodeCode Available | 0 | 5 |
| Adversarial Robustness Guarantees for Gaussian Processes | Apr 7, 2021 | Adversarial RobustnessGaussian Processes | CodeCode Available | 0 | 5 |
| EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples | Sep 13, 2017 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 | 5 |
| Are Generative Classifiers More Robust to Adversarial Attacks? | Feb 19, 2018 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 | 5 |
| Effective and Efficient Vote Attack on Capsule Networks | Feb 19, 2021 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Generating Adversarial Examples with Adversarial Networks | Jan 8, 2018 | Adversarial Robustness | CodeCode Available | 0 | 5 |
| Adversarial Robustness Guarantees for Random Deep Neural Networks | Apr 13, 2020 | Adversarial RobustnessGaussian Processes | CodeCode Available | 0 | 5 |
| Are Labels Required for Improving Adversarial Robustness? | May 31, 2019 | 4kAdversarial 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 |
| Characterizing Data Point Vulnerability via Average-Case Robustness | Jul 26, 2023 | Adversarial RobustnessMulti-class Classification | CodeCode Available | 0 | 5 |
| Adversarial Robustness for Visual Grounding of Multimodal Large Language Models | May 16, 2024 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 | 5 |
| Do Perceptually Aligned Gradients Imply Adversarial Robustness? | Jul 22, 2022 | Adversarial RobustnessImage Classification | CodeCode Available | 0 | 5 |
| Finding Biological Plausibility for Adversarially Robust Features via Metameric Tasks | Feb 2, 2022 | Adversarial RobustnessTexture Synthesis | 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 |
| FI-ODE: Certifiably Robust Forward Invariance in Neural ODEs | Oct 30, 2022 | Adversarial Robustnesscontinuous-control | CodeCode Available | 0 | 5 |
| Feature Statistics with Uncertainty Help Adversarial Robustness | Mar 26, 2025 | Adversarial Robustness | 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 |
