| GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models | Sep 9, 2019 | Dataset GenerationInference Attack | CodeCode Available | 0 |
| Membership Inference Attacks on DNNs using Adversarial Perturbations | Jul 11, 2023 | Inference AttackMembership Inference Attack | CodeCode Available | 0 |
| Understanding Membership Inferences on Well-Generalized Learning Models | Feb 13, 2018 | BIG-bench Machine LearningInference Attack | CodeCode Available | 0 |
| Membership Inference Attacks on Lottery Ticket Networks | Aug 7, 2021 | image-classificationImage Classification | CodeCode Available | 0 |
| Are Normalizing Flows the Key to Unlocking the Exponential Mechanism? | Nov 15, 2023 | Bayesian InferenceInference Attack | 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 |
| A Probabilistic Fluctuation based Membership Inference Attack for Diffusion Models | Aug 23, 2023 | Inference AttackMembership Inference Attack | CodeCode Available | 0 |
| DUCK: Distance-based Unlearning via Centroid Kinematics | Dec 4, 2023 | Inference AttackMachine Unlearning | CodeCode Available | 0 |
| SeqMIA: Sequential-Metric Based Membership Inference Attack | Jul 21, 2024 | Inference AttackKnowledge Distillation | CodeCode Available | 0 |
| Accuracy-Privacy Trade-off in Deep Ensemble: A Membership Inference Perspective | May 12, 2021 | Ensemble LearningInference Attack | CodeCode Available | 0 |
