| MUSE: Machine Unlearning Six-Way Evaluation for Language Models | Jul 8, 2024 | ArticlesMachine Unlearning | CodeCode Available | 4 |
| SAeUron: Interpretable Concept Unlearning in Diffusion Models with Sparse Autoencoders | Jan 29, 2025 | Adversarial AttackDenoising | CodeCode Available | 2 |
| Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench | Oct 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| LLM Defenses Are Not Robust to Multi-Turn Human Jailbreaks Yet | Aug 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Machine Unlearning in Generative AI: A Survey | Jul 30, 2024 | Machine UnlearningSurvey | CodeCode Available | 2 |
| RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models | Jun 16, 2024 | Adversarial AttackBenchmarking | 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 |
| UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models | Feb 19, 2024 | Image GenerationMachine Unlearning | CodeCode Available | 2 |
| Detecting Pretraining Data from Large Language Models | Oct 25, 2023 | Machine Unlearning | CodeCode Available | 2 |
| Machine Unlearning: Solutions and Challenges | Aug 14, 2023 | Machine Unlearning | CodeCode Available | 2 |
| A Survey of Machine Unlearning | Sep 6, 2022 | AttributeMachine Unlearning | CodeCode Available | 2 |
| Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble | Jun 16, 2025 | Machine Unlearning | CodeCode Available | 1 |
| Unlearning Isn't Invisible: Detecting Unlearning Traces in LLMs from Model Outputs | Jun 16, 2025 | Machine Unlearning | CodeCode Available | 1 |
| Rectifying Privacy and Efficacy Measurements in Machine Unlearning: A New Inference Attack Perspective | Jun 16, 2025 | Inference AttackMachine Unlearning | CodeCode Available | 1 |
| Certified Unlearning for Neural Networks | Jun 8, 2025 | Machine Unlearning | CodeCode Available | 1 |
| Rethinking Machine Unlearning in Image Generation Models | Jun 3, 2025 | BenchmarkingImage Generation | CodeCode Available | 1 |
| Unlearning Isn't Deletion: Investigating Reversibility of Machine Unlearning in LLMs | May 22, 2025 | DiagnosticMachine Unlearning | CodeCode Available | 1 |
| "Alexa, can you forget me?" Machine Unlearning Benchmark in Spoken Language Understanding | May 21, 2025 | Machine UnlearningSpoken Language Understanding | CodeCode Available | 1 |
| A Survey on Unlearnable Data | Mar 30, 2025 | Machine UnlearningSurvey | CodeCode Available | 1 |
| LoTUS: Large-Scale Machine Unlearning with a Taste of Uncertainty | Mar 24, 2025 | Machine UnlearningMemorization | CodeCode Available | 1 |
| Safety Mirage: How Spurious Correlations Undermine VLM Safety Fine-tuning | Mar 14, 2025 | Machine Unlearning | CodeCode Available | 1 |
| Data Unlearning in Diffusion Models | Mar 2, 2025 | Machine UnlearningMemorization | CodeCode Available | 1 |
| Erasing Without Remembering: Implicit Knowledge Forgetting in Large Language Models | Feb 27, 2025 | Machine Unlearning | CodeCode Available | 1 |
| MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models | Feb 16, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
