| LLM Defenses Are Not Robust to Multi-Turn Human Jailbreaks Yet | Aug 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| CURE4Rec: A Benchmark for Recommendation Unlearning with Deeper Influence | Aug 26, 2024 | FairnessMachine Unlearning | CodeCode Available | 1 |
| Unlearning Trojans in Large Language Models: A Comparison Between Natural Language and Source Code | Aug 22, 2024 | Defect DetectionMachine Unlearning | —Unverified | 0 |
| Towards Aligned Data Removal via Twin Machine Unlearning | Aug 21, 2024 | Machine Unlearning | —Unverified | 0 |
| A Unified Framework for Continual Learning and Unlearning | Aug 21, 2024 | Continual LearningKnowledge Distillation | —Unverified | 0 |
| Towards Robust and Parameter-Efficient Knowledge Unlearning for LLMs | Aug 13, 2024 | Machine UnlearningMemorization | CodeCode Available | 1 |
| TruVRF: Towards Triple-Granularity Verification on Machine Unlearning | Aug 12, 2024 | Machine Unlearning | —Unverified | 0 |
| Preserving Privacy in Large Language Models: A Survey on Current Threats and Solutions | Aug 10, 2024 | Machine Unlearning | CodeCode Available | 1 |
| Neural Machine Unranking | Aug 9, 2024 | Information RetrievalMachine Unlearning | CodeCode Available | 0 |
| Controllable Unlearning for Image-to-Image Generative Models via -Constrained Optimization | Aug 3, 2024 | Machine Unlearningvalid | —Unverified | 0 |
| Towards Certified Unlearning for Deep Neural Networks | Aug 1, 2024 | Machine Unlearning | CodeCode Available | 0 |
| Verification of Machine Unlearning is Fragile | Aug 1, 2024 | Machine Unlearning | CodeCode Available | 0 |
| On the Limitations and Prospects of Machine Unlearning for Generative AI | Aug 1, 2024 | EthicsMachine Unlearning | —Unverified | 0 |
| Machine Unlearning in Generative AI: A Survey | Jul 30, 2024 | Machine UnlearningSurvey | CodeCode Available | 2 |
| IDEA: A Flexible Framework of Certified Unlearning for Graph Neural Networks | Jul 28, 2024 | Machine Unlearning | —Unverified | 0 |
| Machine Unlearning using a Multi-GAN based Model | Jul 26, 2024 | Generative Adversarial NetworkMachine Unlearning | —Unverified | 0 |
| Learn while Unlearn: An Iterative Unlearning Framework for Generative Language Models | Jul 25, 2024 | Contrastive LearningMachine Unlearning | —Unverified | 0 |
| Revisiting Machine Unlearning with Dimensional Alignment | Jul 25, 2024 | Machine Unlearning | —Unverified | 0 |
| Unlearning Targeted Information via Single Layer Unlearning Gradient | Jul 16, 2024 | Machine Unlearning | CodeCode Available | 1 |
| One-Shot Unlearning of Personal Identities | Jul 16, 2024 | Machine Unlearning | CodeCode Available | 0 |
| Learning to Unlearn for Robust Machine Unlearning | Jul 15, 2024 | Machine UnlearningMeta-Learning | —Unverified | 0 |
| On Large Language Model Continual Unlearning | Jul 14, 2024 | DisentanglementLanguage Modeling | CodeCode Available | 1 |
| Learning to Refuse: Towards Mitigating Privacy Risks in LLMs | Jul 14, 2024 | Machine Unlearning | CodeCode Available | 1 |
| Faster Machine Unlearning via Natural Gradient Descent | Jul 11, 2024 | Computational EfficiencyMachine Unlearning | —Unverified | 0 |
| Machine Unlearning for Medical Imaging | Jul 10, 2024 | Computational EfficiencyMachine Unlearning | —Unverified | 0 |
