| 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 |
| 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 |
| Automatic Calibration for Membership Inference Attack on Large Language Models | May 6, 2025 | Inference AttackMembership Inference Attack | CodeCode Available | 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 |
| Graph-Level Label-Only Membership Inference Attack against Graph Neural Networks | Mar 24, 2025 | Graph 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 |
| 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 |
| Tool Unlearning for Tool-Augmented LLMs | Feb 3, 2025 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| Riddle Me This! Stealthy Membership Inference for Retrieval-Augmented Generation | Feb 1, 2025 | Membership Inference AttackRAG | CodeCode Available | 1 |
| Redefining Machine Unlearning: A Conformal Prediction-Motivated Approach | Jan 31, 2025 | Adversarial AttackConformal Prediction | —Unverified | 0 |
| Differentially Private Steering for Large Language Model Alignment | Jan 30, 2025 | HallucinationInference Attack | CodeCode Available | 0 |
| Membership Inference Attacks Against Vision-Language Models | Jan 27, 2025 | Inference AttackMembership Inference Attack | CodeCode Available | 1 |
| Unlearning Clients, Features and Samples in Vertical Federated Learning | Jan 23, 2025 | Federated LearningInference Attack | —Unverified | 0 |
| Technical Report for the Forgotten-by-Design Project: Targeted Obfuscation for Machine Learning | Jan 20, 2025 | Inference AttackMachine Unlearning | CodeCode Available | 1 |
| Tag&Tab: Pretraining Data Detection in Large Language Models Using Keyword-Based Membership Inference Attack | Jan 14, 2025 | Inference AttackMembership Inference Attack | —Unverified | 0 |
