| Dense Hopfield Networks in the Teacher-Student Setting | Jan 8, 2024 | Adversarial Robustness | CodeCode Available | 0 |
| Data-Driven Subsampling in the Presence of an Adversarial Actor | Jan 7, 2024 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| FullLoRA-AT: Efficiently Boosting the Robustness of Pretrained Vision Transformers | Jan 3, 2024 | Adversarial Robustness | —Unverified | 0 |
| Random Entangled Tokens for Adversarially Robust Vision Transformer | Jan 1, 2024 | Adversarial Robustness | —Unverified | 0 |
| CausalPC: Improving the Robustness of Point Cloud Classification by Causal Effect Identification | Jan 1, 2024 | Adversarial RobustnessClassification | —Unverified | 0 |
| Robust Distillation via Untargeted and Targeted Intermediate Adversarial Samples | Jan 1, 2024 | Adversarial RobustnessKnowledge Distillation | —Unverified | 0 |
| Towards Understanding and Improving Adversarial Robustness of Vision Transformers | Jan 1, 2024 | Adversarial Robustness | —Unverified | 0 |
| Adversarially Robust Few-shot Learning via Parameter Co-distillation of Similarity and Class Concept Learners | Jan 1, 2024 | Adversarial RobustnessFew-Shot Learning | —Unverified | 0 |
| Towards adversarial robustness verification of no-reference image-and video-quality metrics | Dec 30, 2023 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| Robust Survival Analysis with Adversarial Regularization | Dec 26, 2023 | Adversarial RobustnessSurvival Analysis | —Unverified | 0 |
| ARBiBench: Benchmarking Adversarial Robustness of Binarized Neural Networks | Dec 21, 2023 | Adversarial RobustnessBenchmarking | —Unverified | 0 |
| Scaling Compute Is Not All You Need for Adversarial Robustness | Dec 20, 2023 | Adversarial RobustnessAll | CodeCode Available | 0 |
| LRS: Enhancing Adversarial Transferability through Lipschitz Regularized Surrogate | Dec 20, 2023 | Adversarial Robustness | CodeCode Available | 0 |
| The Pros and Cons of Adversarial Robustness | Dec 18, 2023 | Adversarial Robustness | —Unverified | 0 |
| The Ultimate Combo: Boosting Adversarial Example Transferability by Composing Data Augmentations | Dec 18, 2023 | Adversarial RobustnessData Augmentation | CodeCode Available | 0 |
| Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off | Dec 16, 2023 | Adversarial RobustnessInformation Retrieval | —Unverified | 0 |
| Adversarial Robustness on Image Classification with k-means | Dec 15, 2023 | Adversarial RobustnessClassification | —Unverified | 0 |
| Universal Adversarial Framework to Improve Adversarial Robustness for Diabetic Retinopathy Detection | Dec 13, 2023 | Adversarial RobustnessDiabetic Retinopathy Detection | —Unverified | 0 |
| ReRoGCRL: Representation-based Robustness in Goal-Conditioned Reinforcement Learning | Dec 12, 2023 | Adversarial Robustnessreinforcement-learning | CodeCode Available | 0 |
| Initialization Matters for Adversarial Transfer Learning | Dec 10, 2023 | Adversarial Robustnessimage-classification | CodeCode Available | 0 |
| Improving Adversarial Robust Fairness via Anti-Bias Soft Label Distillation | Dec 9, 2023 | Adversarial RobustnessFairness | CodeCode Available | 0 |
| Poisoning Evasion: Symbiotic Adversarial Robustness for Graph Neural Networks | Dec 9, 2023 | Adversarial Robustness | —Unverified | 0 |
| Cross Domain Generative Augmentation: Domain Generalization with Latent Diffusion Models | Dec 8, 2023 | Adversarial RobustnessData Augmentation | —Unverified | 0 |
| MIMIR: Masked Image Modeling for Mutual Information-based Adversarial Robustness | Dec 8, 2023 | Adversarial Robustness | CodeCode Available | 0 |
| RoAST: Robustifying Language Models via Adversarial Perturbation with Selective Training | Dec 7, 2023 | Adversarial Robustness | CodeCode Available | 0 |
| Enhancing Robustness in Incremental Learning with Adversarial Training | Dec 6, 2023 | Adversarial Robustnessclass-incremental learning | CodeCode Available | 0 |
| Indirect Gradient Matching for Adversarial Robust Distillation | Dec 6, 2023 | Adversarial RobustnessData Augmentation | —Unverified | 0 |
| A Simple Framework to Enhance the Adversarial Robustness of Deep Learning-based Intrusion Detection System | Dec 6, 2023 | Adversarial AttackAdversarial Robustness | —Unverified | 0 |
| ScAR: Scaling Adversarial Robustness for LiDAR Object Detection | Dec 5, 2023 | 3D Object DetectionAdversarial Attack | CodeCode Available | 0 |
| Provable Adversarial Robustness for Group Equivariant Tasks: Graphs, Point Clouds, Molecules, and More | Dec 5, 2023 | Adversarial RobustnessMolecular Property Prediction | —Unverified | 0 |
| Singular Regularization with Information Bottleneck Improves Model's Adversarial Robustness | Dec 4, 2023 | Adversarial Robustness | —Unverified | 0 |
| Exploring Adversarial Robustness of LiDAR-Camera Fusion Model in Autonomous Driving | Dec 3, 2023 | 3D Object DetectionAdversarial Robustness | —Unverified | 0 |
| Adversarial Robust Memory-Based Continual Learner | Nov 29, 2023 | Adversarial RobustnessContinual Learning | CodeCode Available | 0 |
| Quantum Neural Networks under Depolarization Noise: Exploring White-Box Attacks and Defenses | Nov 29, 2023 | Adversarial RobustnessMulti-class Classification | —Unverified | 0 |
| On the Adversarial Robustness of Graph Contrastive Learning Methods | Nov 29, 2023 | Adversarial RobustnessContrastive Learning | —Unverified | 0 |
| Relationship between Model Compression and Adversarial Robustness: A Review of Current Evidence | Nov 27, 2023 | Adversarial RobustnessModel Compression | —Unverified | 0 |
| How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs | Nov 27, 2023 | Adversarial RobustnessVisual Question Answering (VQA) | CodeCode Available | 1 |
| Mixing Classifiers to Alleviate the Accuracy-Robustness Trade-Off | Nov 26, 2023 | Adversarial Robustness | —Unverified | 0 |
| Robust Graph Neural Networks via Unbiased Aggregation | Nov 25, 2023 | Adversarial Robustness | CodeCode Available | 0 |
| Training robust and generalizable quantum models | Nov 20, 2023 | Adversarial RobustnessQuantum Machine Learning | CodeCode Available | 0 |
| Adversarial Prompt Tuning for Vision-Language Models | Nov 19, 2023 | Adversarial Robustness | CodeCode Available | 1 |
| Towards Robust and Accurate Visual Prompting | Nov 18, 2023 | Adversarial RobustnessTransfer Learning | —Unverified | 0 |
| Adversarially Robust Spiking Neural Networks Through Conversion | Nov 15, 2023 | Adversarial Robustness | CodeCode Available | 0 |
| Constrained Adaptive Attacks: Realistic Evaluation of Adversarial Examples and Robust Training of Deep Neural Networks for Tabular Data | Nov 8, 2023 | Adversarial Robustness | —Unverified | 0 |
| Measuring Adversarial Datasets | Nov 6, 2023 | Adversarial RobustnessDiversity | —Unverified | 0 |
| Deep anytime-valid hypothesis testing | Oct 30, 2023 | Adversarial RobustnessTwo-sample testing | CodeCode Available | 0 |
| Causal Fair Metric: Bridging Causality, Individual Fairness, and Adversarial Robustness | Oct 30, 2023 | Adversarial Robustnesscounterfactual | —Unverified | 0 |
| Detection Defenses: An Empty Promise against Adversarial Patch Attacks on Optical Flow | Oct 26, 2023 | Adversarial RobustnessMotion Detection | CodeCode Available | 0 |
| Multi-scale Diffusion Denoised Smoothing | Oct 25, 2023 | Adversarial RobustnessDenoising | CodeCode Available | 1 |
| Deceptive Fairness Attacks on Graphs via Meta Learning | Oct 24, 2023 | Adversarial RobustnessFairness | CodeCode Available | 0 |
