| MUSE: Machine Unlearning Six-Way Evaluation for Language Models | Jul 8, 2024 | ArticlesMachine Unlearning | CodeCode Available | 4 | 5 |
| RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models | Jun 16, 2024 | Adversarial AttackBenchmarking | CodeCode Available | 2 | 5 |
| SAeUron: Interpretable Concept Unlearning in Diffusion Models with Sparse Autoencoders | Jan 29, 2025 | Adversarial AttackDenoising | CodeCode Available | 2 | 5 |
| Machine Unlearning in Generative AI: A Survey | Jul 30, 2024 | Machine UnlearningSurvey | CodeCode Available | 2 | 5 |
| Detecting Pretraining Data from Large Language Models | Oct 25, 2023 | Machine Unlearning | CodeCode Available | 2 | 5 |
| Machine Unlearning: Solutions and Challenges | Aug 14, 2023 | Machine Unlearning | CodeCode Available | 2 | 5 |
| Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench | Oct 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models | Feb 19, 2024 | Image GenerationMachine Unlearning | CodeCode Available | 2 | 5 |
| Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models | May 24, 2024 | Image GenerationMachine Unlearning | CodeCode Available | 2 | 5 |
| A Survey of Machine Unlearning | Sep 6, 2022 | AttributeMachine Unlearning | CodeCode Available | 2 | 5 |
| Machine Unlearning of Pre-trained Large Language Models | Feb 23, 2024 | Machine Unlearning | CodeCode Available | 2 | 5 |
| LLM Defenses Are Not Robust to Multi-Turn Human Jailbreaks Yet | Aug 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| Machine Unlearning in Gradient Boosting Decision Trees | Aug 4, 2023 | Machine Unlearning | CodeCode Available | 1 | 5 |
| Machine Unlearning for Image-to-Image Generative Models | Feb 1, 2024 | Machine Unlearning | CodeCode Available | 1 | 5 |
| Machine Unlearning in Large Language Models | May 24, 2024 | Machine UnlearningTruthfulQA | CodeCode Available | 1 | 5 |
| Learning to Refuse: Towards Mitigating Privacy Risks in LLMs | Jul 14, 2024 | Machine Unlearning | CodeCode Available | 1 | 5 |
| How to Combine Membership-Inference Attacks on Multiple Updated Models | May 12, 2022 | Machine Unlearning | CodeCode Available | 1 | 5 |
| KGA: A General Machine Unlearning Framework Based on Knowledge Gap Alignment | May 11, 2023 | Machine UnlearningResponse Generation | CodeCode Available | 1 | 5 |
| Machine Unlearning of Features and Labels | Aug 26, 2021 | Machine Unlearning | CodeCode Available | 1 | 5 |
| Generative Unlearning for Any Identity | May 16, 2024 | Machine Unlearning | CodeCode Available | 1 | 5 |
| Deep Unlearning: Fast and Efficient Gradient-free Approach to Class Forgetting | Dec 1, 2023 | Image ClassificationMachine Unlearning | CodeCode Available | 1 | 5 |
| GIF: A General Graph Unlearning Strategy via Influence Function | Apr 6, 2023 | Machine Unlearning | CodeCode Available | 1 | 5 |
| Hidden Poison: Machine Unlearning Enables Camouflaged Poisoning Attacks | Dec 21, 2022 | Data PoisoningMachine Unlearning | CodeCode Available | 1 | 5 |
| In-Context Unlearning: Language Models as Few Shot Unlearners | Oct 11, 2023 | Machine Unlearning | CodeCode Available | 1 | 5 |
| Catastrophic Failure of LLM Unlearning via Quantization | Oct 21, 2024 | Machine UnlearningQuantization | CodeCode Available | 1 | 5 |
| Knowledge Removal in Sampling-based Bayesian Inference | Mar 24, 2022 | Bayesian InferenceMachine Unlearning | CodeCode Available | 1 | 5 |
| LoTUS: Large-Scale Machine Unlearning with a Taste of Uncertainty | Mar 24, 2025 | Machine UnlearningMemorization | CodeCode Available | 1 | 5 |
| Fast Yet Effective Machine Unlearning | Nov 17, 2021 | Machine Unlearning | CodeCode Available | 1 | 5 |
| Deep Unlearning via Randomized Conditionally Independent Hessians | Apr 15, 2022 | Face RecognitionMachine Unlearning | CodeCode Available | 1 | 5 |
| A Survey on Unlearnable Data | Mar 30, 2025 | Machine UnlearningSurvey | CodeCode Available | 1 | 5 |
| Forgettable Federated Linear Learning with Certified Data Unlearning | Jun 3, 2023 | Federated LearningMachine Unlearning | CodeCode Available | 1 | 5 |
| Graph Unlearning | Mar 27, 2021 | Machine Unlearning | CodeCode Available | 1 | 5 |
| Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning | Mar 12, 2024 | Machine Unlearning | CodeCode Available | 1 | 5 |
| Automatic Jailbreaking of the Text-to-Image Generative AI Systems | May 26, 2024 | Image GenerationInformation Retrieval | CodeCode Available | 1 | 5 |
| A Closer Look at Machine Unlearning for Large Language Models | Oct 10, 2024 | DiversityMachine Unlearning | CodeCode Available | 1 | 5 |
| Certified Graph Unlearning | Jun 18, 2022 | GPRMachine Unlearning | CodeCode Available | 1 | 5 |
| Alternate Preference Optimization for Unlearning Factual Knowledge in Large Language Models | Sep 20, 2024 | Machine Unlearning | CodeCode Available | 1 | 5 |
| Certified Unlearning for Neural Networks | Jun 8, 2025 | Machine Unlearning | CodeCode Available | 1 | 5 |
| Corrective Machine Unlearning | Feb 21, 2024 | Machine Unlearning | CodeCode Available | 1 | 5 |
| Composable Interventions for Language Models | Jul 9, 2024 | knowledge editingMachine Unlearning | CodeCode Available | 1 | 5 |
| Machine Unlearning for Random Forests | Sep 11, 2020 | Machine Unlearning | CodeCode Available | 1 | 5 |
| CURE4Rec: A Benchmark for Recommendation Unlearning with Deeper Influence | Aug 26, 2024 | FairnessMachine Unlearning | CodeCode Available | 1 | 5 |
| Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset | Nov 5, 2024 | BenchmarkingLanguage Modeling | CodeCode Available | 1 | 5 |
| An Adversarial Perspective on Machine Unlearning for AI Safety | Sep 26, 2024 | Machine Unlearning | CodeCode Available | 1 | 5 |
| Deep Regression Unlearning | Oct 15, 2022 | Inference AttackMachine Unlearning | CodeCode Available | 1 | 5 |
| Data Unlearning in Diffusion Models | Mar 2, 2025 | Machine UnlearningMemorization | CodeCode Available | 1 | 5 |
| Towards Adversarial Evaluations for Inexact Machine Unlearning | Jan 17, 2022 | Machine UnlearningMemorization | CodeCode Available | 1 | 5 |
| Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks using an Incompetent Teacher | May 17, 2022 | Machine Unlearning | CodeCode Available | 1 | 5 |
| Identify Backdoored Model in Federated Learning via Individual Unlearning | Nov 1, 2024 | Anomaly DetectionFederated Learning | CodeCode Available | 1 | 5 |
| Erasing Without Remembering: Implicit Knowledge Forgetting in Large Language Models | Feb 27, 2025 | Machine Unlearning | CodeCode Available | 1 | 5 |
