| Towards Reliable Empirical Machine Unlearning Evaluation: A Game-Theoretic View | Apr 17, 2024 | Inference AttackMachine Unlearning | —Unverified | 0 |
| On the Impact of Uncertainty and Calibration on Likelihood-Ratio Membership Inference Attacks | Feb 16, 2024 | Conformal PredictionInference Attack | —Unverified | 0 |
| Impact of Dataset Properties on Membership Inference Vulnerability of Deep Transfer Learning | Feb 7, 2024 | Image ClassificationInference Attack | —Unverified | 0 |
| Unlearning Clients, Features and Samples in Vertical Federated Learning | Jan 23, 2025 | Federated LearningInference Attack | —Unverified | 0 |
| Unveiling Structural Memorization: Structural Membership Inference Attack for Text-to-Image Diffusion Models | Jul 18, 2024 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| Unveiling Synthetic Faces: How Synthetic Datasets Can Expose Real Identities | Oct 31, 2024 | Face RecognitionInference Attack | —Unverified | 0 |
| User-Level Membership Inference Attack against Metric Embedding Learning | Mar 4, 2022 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| WaKA: Data Attribution using K-Nearest Neighbors and Membership Privacy Principles | Nov 2, 2024 | Computational EfficiencyData Valuation | —Unverified | 0 |
| Membership Inference Attacks Against Temporally Correlated Data in Deep Reinforcement Learning | Sep 8, 2021 | Adversarial Attackcontinuous-control | —Unverified | 0 |
| White-box Membership Attack Against Machine Learning Based Retinopathy Classification | May 30, 2022 | BIG-bench Machine LearningInference Attack | —Unverified | 0 |
| Membership Inference Attacks for Face Images Against Fine-Tuned Latent Diffusion Models | Feb 17, 2025 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| Membership Inference Attacks on Knowledge Graphs | Apr 16, 2021 | Graph EmbeddingInference Attack | —Unverified | 0 |
| Membership Inference Attacks on Sequence Models | Jun 5, 2025 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| Membership Inference Attack Susceptibility of Clinical Language Models | Apr 16, 2021 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| Membership inference attack with relative decision boundary distance | Jun 7, 2023 | Inference AttackMembership Inference Attack | —Unverified | 0 |
| Membership Inference on Word Embedding and Beyond | Jun 21, 2021 | Inference AttackLanguage Modelling | —Unverified | 0 |
| Membership Privacy Evaluation in Deep Spiking Neural Networks | Sep 28, 2024 | Data AugmentationFace Recognition | —Unverified | 0 |
| Membership Privacy Protection for Image Translation Models via Adversarial Knowledge Distillation | Mar 10, 2022 | Image-to-Image TranslationInference Attack | —Unverified | 0 |
| ML Privacy Meter: Aiding Regulatory Compliance by Quantifying the Privacy Risks of Machine Learning | Jul 18, 2020 | BIG-bench Machine LearningInference Attack | —Unverified | 0 |
| LTU Attacker for Membership Inference | Feb 4, 2022 | Inference AttackMembership Inference Attack | CodeCode Available | 0 |
| Membership Inference Attacks against Machine Learning Models | Oct 18, 2016 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| Membership Inference Attacks Against Object Detection Models | Jan 12, 2020 | Inference AttackMembership Inference Attack | CodeCode Available | 0 |
| GLiRA: Black-Box Membership Inference Attack via Knowledge Distillation | May 13, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Generated Distributions Are All You Need for Membership Inference Attacks Against Generative Models | Oct 30, 2023 | AllInference Attack | CodeCode Available | 0 |
| Privacy in Practice: Private COVID-19 Detection in X-Ray Images (Extended Version) | Nov 21, 2022 | Knowledge DistillationMembership Inference Attack | CodeCode Available | 0 |
