| Technical Report for the Forgotten-by-Design Project: Targeted Obfuscation for Machine Learning | Jan 20, 2025 | Inference AttackMachine Unlearning | CodeCode Available | 1 |
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| Identify Backdoored Model in Federated Learning via Individual Unlearning | Nov 1, 2024 | Anomaly DetectionFederated Learning | CodeCode Available | 1 |
| CLEAR: Character Unlearning in Textual and Visual Modalities | Oct 23, 2024 | Machine Unlearning | CodeCode Available | 1 |
| Scalability of memorization-based machine unlearning | Oct 21, 2024 | Machine UnlearningMemorization | CodeCode Available | 1 |
| Catastrophic Failure of LLM Unlearning via Quantization | Oct 21, 2024 | Machine UnlearningQuantization | CodeCode Available | 1 |
| Evaluating Deep Unlearning in Large Language Models | Oct 19, 2024 | Machine Unlearning | CodeCode Available | 1 |
| A Closer Look at Machine Unlearning for Large Language Models | Oct 10, 2024 | DiversityMachine Unlearning | CodeCode Available | 1 |
| NegMerge: Consensual Weight Negation for Strong Machine Unlearning | Oct 8, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Mitigating Memorization In Language Models | Oct 3, 2024 | Machine UnlearningMemorization | CodeCode Available | 1 |
| Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement | Sep 29, 2024 | Machine Unlearning | CodeCode Available | 1 |
| An Adversarial Perspective on Machine Unlearning for AI Safety | Sep 26, 2024 | Machine Unlearning | CodeCode Available | 1 |
| Alternate Preference Optimization for Unlearning Factual Knowledge in Large Language Models | Sep 20, 2024 | Machine Unlearning | CodeCode Available | 1 |
| CURE4Rec: A Benchmark for Recommendation Unlearning with Deeper Influence | Aug 26, 2024 | FairnessMachine Unlearning | CodeCode Available | 1 |
| Towards Robust and Parameter-Efficient Knowledge Unlearning for LLMs | Aug 13, 2024 | Machine UnlearningMemorization | CodeCode Available | 1 |
| Preserving Privacy in Large Language Models: A Survey on Current Threats and Solutions | Aug 10, 2024 | Machine Unlearning | CodeCode Available | 1 |
| Unlearning Targeted Information via Single Layer Unlearning Gradient | Jul 16, 2024 | Machine Unlearning | CodeCode Available | 1 |
| Learning to Refuse: Towards Mitigating Privacy Risks in LLMs | Jul 14, 2024 | Machine Unlearning | CodeCode Available | 1 |
| On Large Language Model Continual Unlearning | Jul 14, 2024 | DisentanglementLanguage Modeling | CodeCode Available | 1 |
| Composable Interventions for Language Models | Jul 9, 2024 | knowledge editingMachine Unlearning | CodeCode Available | 1 |
| Soft Prompting for Unlearning in Large Language Models | Jun 17, 2024 | In-Context LearningMachine Unlearning | CodeCode Available | 1 |
| What makes unlearning hard and what to do about it | Jun 3, 2024 | Machine Unlearning | CodeCode Available | 1 |
| Automatic Jailbreaking of the Text-to-Image Generative AI Systems | May 26, 2024 | Image GenerationInformation Retrieval | CodeCode Available | 1 |
| Machine Unlearning in Large Language Models | May 24, 2024 | Machine UnlearningTruthfulQA | CodeCode Available | 1 |
| Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient | May 24, 2024 | Image GenerationMachine Unlearning | CodeCode Available | 1 |
