jjbrophy47 / machine_unlearningLinks
Existing Literature about Machine Unlearning
☆915Updated last month
Alternatives and similar repositories for machine_unlearning
Users that are interested in machine_unlearning are comparing it to the libraries listed below
Sorting:
- Awesome Machine Unlearning (A Survey of Machine Unlearning)☆884Updated this week
- A curated list of trustworthy deep learning papers. Daily updating...☆375Updated last month
- ☆194Updated 2 years ago
- ☆355Updated 3 months ago
- A resource repository for machine unlearning in large language models☆493Updated 2 months ago
- [NeurIPS D&B '25] The one-stop repository for large language model (LLM) unlearning. Supports TOFU, MUSE, WMDP, and many unlearning metho…☆384Updated this week
- Methods for removing learned data from neural nets and evaluation of those methods☆37Updated 4 years ago
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆202Updated 4 months ago
- Awesome Federated Unlearning (FU) Papers (Continually Update)☆98Updated last year
- A codebase that makes differentially private training of transformers easy.☆176Updated 2 years ago
- Starting kit for the NeurIPS 2023 unlearning challenge☆375Updated 2 years ago
- ☆58Updated 5 years ago
- ☆47Updated last year
- Breaching privacy in federated learning scenarios for vision and text☆306Updated last month
- Code related to the paper "Machine Unlearning of Features and Labels"☆71Updated last year
- Official repo of the paper Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks using an Incompetent Teacher accepted in AAAI …☆37Updated 2 years ago
- Fast, memory-efficient, scalable optimization of deep learning with differential privacy☆131Updated 2 months ago
- A survey of privacy problems in Large Language Models (LLMs). Contains summary of the corresponding paper along with relevant code☆68Updated last year
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆270Updated 9 months ago
- Differentially-private transformers using HuggingFace and Opacus☆143Updated last year
- An awesome list of papers on privacy attacks against machine learning☆626Updated last year
- A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.☆325Updated 2 weeks ago
- Dataset Condensation (ICLR21 and ICML21)☆526Updated last year
- Algorithms to recover input data from their gradient signal through a neural network☆304Updated 2 years ago
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆134Updated 3 months ago
- Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)☆49Updated 3 years ago
- Collection of all the papers talking about/relevant to the topic of privacy-preserving LLMs☆35Updated 8 months ago
- Papers and online resources related to machine learning fairness☆73Updated 2 years ago
- Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.☆678Updated 5 months ago
- Material workbench for the master-level course CS-E4740 "Federated Learning"☆148Updated last month