| DeMem: Privacy-Enhanced Robust Adversarial Learning via De-Memorization | Dec 8, 2024 | Adversarial RobustnessMemorization | CodeCode Available | 0 |
| Weight-Covariance Alignment for Adversarially Robust Neural Networks | Oct 17, 2020 | Adversarial Robustness | CodeCode Available | 0 |
| Targeted Adversarial Attacks on Wind Power Forecasts | Mar 29, 2023 | Adversarial Robustness | CodeCode Available | 0 |
| J-Guard: Journalism Guided Adversarially Robust Detection of AI-generated News | Sep 6, 2023 | Adversarial RobustnessArticles | CodeCode Available | 0 |
| Defending Adversarial Examples by Negative Correlation Ensemble | Jun 11, 2022 | Adversarial Robustness | CodeCode Available | 0 |
| Simple Post-Training Robustness Using Test Time Augmentations and Random Forest | Sep 16, 2021 | Adversarial RobustnessDiversity | CodeCode Available | 0 |
| Reproducibility Study on Adversarial Attacks Against Robust Transformer Trackers | Jun 3, 2024 | Adversarial RobustnessObject | CodeCode Available | 0 |
| KGPA: Robustness Evaluation for Large Language Models via Cross-Domain Knowledge Graphs | Jun 16, 2024 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| k-Mixup Regularization for Deep Learning via Optimal Transport | Jun 5, 2021 | Adversarial RobustnessDeep Learning | CodeCode Available | 0 |
| ReRoGCRL: Representation-based Robustness in Goal-Conditioned Reinforcement Learning | Dec 12, 2023 | Adversarial Robustnessreinforcement-learning | CodeCode Available | 0 |
| Targeted View-Invariant Adversarial Perturbations for 3D Object Recognition | Dec 17, 2024 | 3D Object RecognitionAdversarial Robustness | CodeCode Available | 0 |
| Towards Theoretical Analysis of Transformation Complexity of ReLU DNNs | May 4, 2022 | Adversarial RobustnessDisentanglement | CodeCode Available | 0 |
| Kolmogorov-Arnold Networks (KAN) for Time Series Classification and Robust Analysis | Aug 14, 2024 | Adversarial RobustnessKolmogorov-Arnold Networks | CodeCode Available | 0 |
| Unlabeled Data Improves Adversarial Robustness | May 31, 2019 | Adversarial RobustnessRobust classification | CodeCode Available | 0 |
| What it Thinks is Important is Important: Robustness Transfers through Input Gradients | Dec 11, 2019 | Adversarial Robustness | CodeCode Available | 0 |
| Language Guided Adversarial Purification | Sep 19, 2023 | Adversarial DefenseAdversarial Purification | CodeCode Available | 0 |
| Large Language Model Assisted Adversarial Robustness Neural Architecture Search | Jun 8, 2024 | Adversarial RobustnessCombinatorial Optimization | CodeCode Available | 0 |
| Assaying Out-Of-Distribution Generalization in Transfer Learning | Jul 19, 2022 | Adversarial RobustnessOut-of-Distribution Generalization | CodeCode Available | 0 |
| Deep Defense: Training DNNs with Improved Adversarial Robustness | Feb 23, 2018 | Adversarial Robustness | CodeCode Available | 0 |
| Large Norms of CNN Layers Do Not Hurt Adversarial Robustness | Sep 17, 2020 | Adversarial Robustness | CodeCode Available | 0 |
| LADDER: Latent Boundary-guided Adversarial Training | Jun 8, 2022 | Adversarial Robustness | CodeCode Available | 0 |
| Latent Feature Relation Consistency for Adversarial Robustness | Mar 29, 2023 | Adversarial RobustnessRelation | CodeCode Available | 0 |
| Adversarial Robustness of Neural-Statistical Features in Detection of Generative Transformers | Mar 2, 2022 | Adversarial RobustnessAdversarial Text | CodeCode Available | 0 |
| DeepBern-Nets: Taming the Complexity of Certifying Neural Networks using Bernstein Polynomial Activations and Precise Bound Propagation | May 22, 2023 | Adversarial RobustnessFairness | CodeCode Available | 0 |
| Deep anytime-valid hypothesis testing | Oct 30, 2023 | Adversarial RobustnessTwo-sample testing | CodeCode Available | 0 |
| Learning Diverse-Structured Networks for Adversarial Robustness | Feb 3, 2021 | Adversarial Robustness | CodeCode Available | 0 |
| Learning Robust 3D Representation from CLIP via Dual Denoising | Jul 1, 2024 | Adversarial RobustnessDenoising | CodeCode Available | 0 |
| Learning Robust and Privacy-Preserving Representations via Information Theory | Dec 15, 2024 | Adversarial RobustnessAttribute | CodeCode Available | 0 |
| Adversarial Robustness of MR Image Reconstruction under Realistic Perturbations | Aug 5, 2022 | Adversarial RobustnessDiagnostic | CodeCode Available | 0 |
| Rethinking Empirical Evaluation of Adversarial Robustness Using First-Order Attack Methods | Jun 1, 2020 | Adversarial RobustnessBenchmarking | CodeCode Available | 0 |
| A Brain-Inspired Regularizer for Adversarial Robustness | Oct 4, 2024 | Adversarial Robustness | CodeCode Available | 0 |
| The Butterfly Effect in Pathology: Exploring Security in Pathology Foundation Models | May 30, 2025 | Adversarial Robustness | CodeCode Available | 0 |
| Towards Robust Neural Networks via Orthogonal Diversity | Oct 23, 2020 | Adversarial RobustnessData Augmentation | CodeCode Available | 0 |
| Rethinking Softmax Cross-Entropy Loss for Adversarial Robustness | May 25, 2019 | Adversarial Robustness | CodeCode Available | 0 |
| Towards Unified Robustness Against Both Backdoor and Adversarial Attacks | May 28, 2024 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 |
| Reverse KL-Divergence Training of Prior Networks: Improved Uncertainty and Adversarial Robustness | May 31, 2019 | Adversarial AttackAdversarial Attack Detection | CodeCode Available | 0 |
| A Simple Approach to Adversarial Robustness in Few-shot Image Classification | Apr 11, 2022 | Adversarial RobustnessFew-Shot Image Classification | CodeCode Available | 0 |
| LightPure: Realtime Adversarial Image Purification for Mobile Devices Using Diffusion Models | Aug 31, 2024 | Adversarial RobustnessComputational Efficiency | CodeCode Available | 0 |
| WARLearn: Weather-Adaptive Representation Learning | Nov 21, 2024 | 2D Object DetectionAdversarial Robustness | CodeCode Available | 0 |
| Exploring the Landscape of Spatial Robustness | Dec 7, 2017 | Adversarial RobustnessData Augmentation | CodeCode Available | 0 |
| Revisiting DeepFool: generalization and improvement | Mar 22, 2023 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| AROID: Improving Adversarial Robustness Through Online Instance-Wise Data Augmentation | Jun 12, 2023 | Adversarial RobustnessData Augmentation | CodeCode Available | 0 |
| A Robust Backpropagation-Free Framework for Images | Jun 3, 2022 | Adversarial Robustness | CodeCode Available | 0 |
| Are Large Language Models Really Bias-Free? Jailbreak Prompts for Assessing Adversarial Robustness to Bias Elicitation | Jul 11, 2024 | Adversarial RobustnessFairness | CodeCode Available | 0 |
| Are Labels Required for Improving Adversarial Robustness? | May 31, 2019 | 4kAdversarial Robustness | CodeCode Available | 0 |
| Unsupervised Adversarial Detection without Extra Model: Training Loss Should Change | Aug 7, 2023 | Adversarial Robustness | CodeCode Available | 0 |
| Logit Pairing Methods Can Fool Gradient-Based Attacks | Oct 29, 2018 | Adversarial Robustness | CodeCode Available | 0 |
| Adversarial Robustness of Deep Learning-Based Malware Detectors via (De)Randomized Smoothing | Apr 22, 2024 | Adversarial Robustness | CodeCode Available | 0 |
| Long-term Cross Adversarial Training: A Robust Meta-learning Method for Few-shot Classification Tasks | Jun 22, 2021 | Adversarial RobustnessClassification | CodeCode Available | 0 |
| Deceptive Fairness Attacks on Graphs via Meta Learning | Oct 24, 2023 | Adversarial RobustnessFairness | CodeCode Available | 0 |
