| MUSE: Machine Unlearning Six-Way Evaluation for Language Models | Jul 8, 2024 | ArticlesMachine Unlearning | CodeCode Available | 4 |
| Detecting Pretraining Data from Large Language Models | Oct 25, 2023 | Machine Unlearning | CodeCode Available | 2 |
| LLM Defenses Are Not Robust to Multi-Turn Human Jailbreaks Yet | Aug 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| SAeUron: Interpretable Concept Unlearning in Diffusion Models with Sparse Autoencoders | Jan 29, 2025 | Adversarial AttackDenoising | CodeCode Available | 2 |
| Machine Unlearning: Solutions and Challenges | Aug 14, 2023 | Machine Unlearning | CodeCode Available | 2 |
| Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models | May 24, 2024 | Image GenerationMachine Unlearning | CodeCode Available | 2 |
| Machine Unlearning of Pre-trained Large Language Models | Feb 23, 2024 | Machine Unlearning | CodeCode Available | 2 |
| Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench | Oct 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| A Survey of Machine Unlearning | Sep 6, 2022 | AttributeMachine Unlearning | CodeCode Available | 2 |
| UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models | Feb 19, 2024 | Image GenerationMachine Unlearning | CodeCode Available | 2 |
| RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models | Jun 16, 2024 | Adversarial AttackBenchmarking | CodeCode Available | 2 |
| Machine Unlearning in Generative AI: A Survey | Jul 30, 2024 | Machine UnlearningSurvey | CodeCode Available | 2 |
| Deep Unlearning via Randomized Conditionally Independent Hessians | Apr 15, 2022 | Face RecognitionMachine Unlearning | CodeCode Available | 1 |
| Deep Regression Unlearning | Oct 15, 2022 | Inference AttackMachine Unlearning | CodeCode Available | 1 |
| Data Unlearning in Diffusion Models | Mar 2, 2025 | Machine UnlearningMemorization | CodeCode Available | 1 |
| Deep Unlearning: Fast and Efficient Gradient-free Approach to Class Forgetting | Dec 1, 2023 | Image ClassificationMachine Unlearning | CodeCode Available | 1 |
| Catastrophic Failure of LLM Unlearning via Quantization | Oct 21, 2024 | Machine UnlearningQuantization | CodeCode Available | 1 |
| Composable Interventions for Language Models | Jul 9, 2024 | knowledge editingMachine Unlearning | CodeCode Available | 1 |
| Certified Unlearning for Neural Networks | Jun 8, 2025 | Machine Unlearning | CodeCode Available | 1 |
| Certified Graph Unlearning | Jun 18, 2022 | GPRMachine Unlearning | CodeCode Available | 1 |
| An Adversarial Perspective on Machine Unlearning for AI Safety | Sep 26, 2024 | Machine Unlearning | CodeCode Available | 1 |
| CLEAR: Character Unlearning in Textual and Visual Modalities | Oct 23, 2024 | Machine Unlearning | CodeCode Available | 1 |
| Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning | Mar 12, 2024 | Machine Unlearning | CodeCode Available | 1 |
| Machine Unlearning for Random Forests | Sep 11, 2020 | Machine Unlearning | CodeCode Available | 1 |
| Corrective Machine Unlearning | Feb 21, 2024 | Machine Unlearning | CodeCode Available | 1 |
