| Orthogonal Soft Pruning for Efficient Class Unlearning | Jun 24, 2025 | Inference AttackMachine Unlearning | —Unverified | 0 |
| Apollo: A Posteriori Label-Only Membership Inference Attack Towards Machine Unlearning | Jun 11, 2025 | Inference AttackMachine Unlearning | CodeCode Available | 0 |
| When Better Features Mean Greater Risks: The Performance-Privacy Trade-Off in Contrastive Learning | Jun 6, 2025 | Contrastive LearningInference Attack | CodeCode Available | 0 |
| Membership Inference Attacks on Sequence Models | Jun 5, 2025 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| An Out-Of-Distribution Membership Inference Attack Approach for Cross-Domain Graph Attacks | May 26, 2025 | DiversityGraph Neural Network | —Unverified | 0 |
| EC-LDA : Label Distribution Inference Attack against Federated Graph Learning with Embedding Compression | May 21, 2025 | Graph LearningInference Attack | —Unverified | 0 |
| Securing Genomic Data Against Inference Attacks in Federated Learning Environments | May 12, 2025 | Federated LearningInference Attack | —Unverified | 0 |
| AugMixCloak: A Defense against Membership Inference Attacks via Image Transformation | May 11, 2025 | Data AugmentationFederated Learning | —Unverified | 0 |
| A new membership inference attack that spots memorization in generative and predictive models: Loss-Based with Reference Model algorithm (LBRM) | May 6, 2025 | ImputationInference Attack | —Unverified | 0 |
| Automatic Calibration for Membership Inference Attack on Large Language Models | May 6, 2025 | Inference AttackMembership Inference Attack | CodeCode Available | 0 |
| Whispers of Data: Unveiling Label Distributions in Federated Learning Through Virtual Client Simulation | Apr 30, 2025 | Federated LearningInference Attack | —Unverified | 0 |
| DeSIA: Attribute Inference Attacks Against Limited Fixed Aggregate Statistics | Apr 25, 2025 | AttributeInference Attack | —Unverified | 0 |
| Disparate Privacy Vulnerability: Targeted Attribute Inference Attacks and Defenses | Apr 5, 2025 | AttributeInference Attack | —Unverified | 0 |
| Graph-Level Label-Only Membership Inference Attack against Graph Neural Networks | Mar 24, 2025 | Graph ClassificationInference Attack | —Unverified | 0 |
| BLIA: Detect model memorization in binary classification model through passive Label Inference attack | Mar 17, 2025 | Binary ClassificationInference Attack | —Unverified | 0 |
| DP-GPL: Differentially Private Graph Prompt Learning | Mar 13, 2025 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| Efficient Membership Inference Attacks by Bayesian Neural Network | Mar 10, 2025 | Bayesian InferenceInference Attack | —Unverified | 0 |
| Towards Label-Only Membership Inference Attack against Pre-trained Large Language Models | Feb 26, 2025 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| Membership Inference Attacks for Face Images Against Fine-Tuned Latent Diffusion Models | Feb 17, 2025 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| A hierarchical approach for assessing the vulnerability of tree-based classification models to membership inference attack | Feb 13, 2025 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| Unveiling Client Privacy Leakage from Public Dataset Usage in Federated Distillation | Feb 11, 2025 | Federated LearningInference Attack | —Unverified | 0 |
| DocMIA: Document-Level Membership Inference Attacks against DocVQA Models | Feb 6, 2025 | document understandingInference Attack | CodeCode Available | 0 |
| Privacy Attacks on Image AutoRegressive Models | Feb 4, 2025 | Inference AttackMembership Inference Attack | CodeCode Available | 0 |
| Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks | Feb 3, 2025 | Federated LearningInference Attack | —Unverified | 0 |
| Tool Unlearning for Tool-Augmented LLMs | Feb 3, 2025 | Inference AttackMembership Inference Attack | —Unverified | 0 |
