tamlhp / awesome-machine-unlearning
Awesome Machine Unlearning (A Survey of Machine Unlearning)
☆826Updated this week
Alternatives and similar repositories for awesome-machine-unlearning
Users that are interested in awesome-machine-unlearning are comparing it to the libraries listed below
Sorting:
- Existing Literature about Machine Unlearning☆856Updated last month
- A resource repository for machine unlearning in large language models☆397Updated last month
- ☆188Updated last year
- A curated list of trustworthy deep learning papers. Daily updating...☆366Updated 2 weeks ago
- ☆330Updated 2 months ago
- Starting kit for the NeurIPS 2023 unlearning challenge☆379Updated last year
- Dataset Condensation (ICLR21 and ICML21)☆510Updated last year
- The one-stop repository for large language model (LLM) unlearning. Supports TOFU, MUSE, WMDP and is an easily extensible framework for ne…☆254Updated this week
- A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.☆300Updated last week
- An awesome list of papers on privacy attacks against machine learning☆602Updated last year
- ☆137Updated last month
- Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models☆748Updated last week
- ☆56Updated 4 years ago
- Awesome PrivEx: Privacy-Preserving Explainable AI (PPXAI)☆31Updated 8 months ago
- Material workbench for the master-level course CS-E4740 "Federated Learning"☆129Updated this week
- A curated list of awesome papers on dataset distillation and related applications.☆1,657Updated last week
- Breaching privacy in federated learning scenarios for vision and text☆289Updated last year
- Methods for removing learned data from neural nets and evaluation of those methods☆37Updated 4 years ago
- Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.☆649Updated 3 weeks ago
- Official repo of the paper Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks using an Incompetent Teacher accepted in AAAI …☆37Updated last year
- Papers and online resources related to machine learning fairness☆72Updated 2 years ago
- A curated list of papers of interesting empirical study and insight on deep learning. Continually updating...☆323Updated last week
- Must-read Papers on Knowledge Editing for Large Language Models.☆1,082Updated 2 months ago
- Awesome Federated Unlearning (FU) Papers (Continually Update)☆90Updated last year
- 👽 Out-of-Distribution Detection with PyTorch☆289Updated last week
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆175Updated last week
- Extensive acceptance rates and information of main AI conferences☆160Updated 9 months ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆766Updated 9 months ago
- ☆44Updated 9 months ago
- A repository for summaries of recent explainable AI/Interpretable ML approaches☆74Updated 7 months ago