llm-unlearning

There are 0 repository under llm-unlearning topic.

tamlhp / awesome-machine-unlearning
Awesome Machine Unlearning (A Survey of Machine Unlearning)
continual-learning data-deletion data-privacy data-removal forgetting machine-unlearning unlearning federated-unlearning few-shot-unlearning model-certification recommendation-unlearning unlearning-verification membership-inference deep-unlearning feature-injection right-to-be-forgotten gdpr llm-unlearning
Language:Jupyter Notebook 899
chrisliu298 / awesome-llm-unlearning
A resource repository for machine unlearning in large language models
alignment awesome large-language-model llm llm-unlearning machine-unlearning unlearning
504
locuslab / open-unlearning
[NeurIPS D&B '25] The one-stop repository for large language model (LLM) unlearning. Supports TOFU, MUSE, WMDP, and many unlearning methods with easily feature extensibility.
unlearning privacy-protection right-to-be-forgotten llm-unlearning benchmarks llm-evaluation-metrics llms open-source llm-privacy membership-inference membership-inference-attacks
Language:Python 411
yaojin17 / Unlearning_LLM
[ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"
data-privacy llm machine-unlearning unlearning llm-unlearning copyright-protection
Language:Python 61
chrisliu298 / llm-unlearn-eco
[NeurIPS 2024] Large Language Model Unlearning via Embedding-Corrupted Prompts
alignment large-language-models llm-unlearning machine-unlearning unlearning
Language:Python 35
OPTML-Group / Unlearn-Simple
[NeurIPS25] Official repo for "Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning"
language-model large-language-models llm-unlearning machine-unlearning data-privacy trustworthy-ai trustworthy-machine-learning
Language:Python 34
KID-22 / LLM-Unlearning-Paper-List
chatgpt llm llm-unlearning machine-unlearning unlearning
28
yascho / partial-model-collapse-unlearning
Implementation of our unlearning method "Partial Model Collapse" introduced in the paper: "Model Collapse Is Not a Bug but a Feature in Machine Unlearning for LLMs" (Preprint).
llm-unlearning alignment llms unlearning
Language:Python 24
yascho / probabilistic-unlearning
ICLR 2025 Oral: Implementation of the probabilistic evaluation framework introduced in the paper: "A Probabilistic Perspective on Unlearning and Alignment for Large Language Models" accepted at ICLR 2025 (Oral).
llm-unlearning llms unlearning
Language:Jupyter Notebook 6
Happy2Git / Unlearning_Inference_IAM
Usenix Security’25: Measuring Sample-level Unlearning Completeness
copyright data-privacy llm-unlearning machine-unlearning membership-inference-attack privacy-metrics
Language:Python 5
tamimalmahmud / DP2Unlearning
The project is for LLM unlearning, trustworthy AI.
approximate-unlearning exact-unlearning llm-unlearning privacy-preserving-machine-learning trustworthy-ai trustworthy-machine-learning unlearning-framework
Language:Python 4
tamimalmahmud / LLM-Unlearning
The LLM Unlearning repository is an open-source project dedicated to the concept of unlearning in Large Language Models (LLMs). It aims to address concerns about data privacy and ethical AI by exploring and implementing unlearning techniques that allow models to forget unwanted or sensitive data. This ensures that AI models comply with privacy.
exact-unlearning llm-unlearning privacy-preserving-machine-learning trustworthy-ai approximate-unlearning efficient-unlearning unlearning-framework ai-privacy ai-transparency data-unlearning data-forgetting
Language:Python 4
RebelsNLU-jaist / llm-unlearning
AAAI-25: On Effects of Steering Latent Representation for Large Language Model Unlearning
llm-unlearning adaptive-rmu representation-misdirection-for-unlearning
Language:Python 3
RebelsNLU-jaist / llmu-robustness
Improving LLM Unlearning Robustness via Random Perturbations
llm-unlearning unlearning-robustness
Language:Python 3
fabianumfalco / llm-bias-unlearning
A curated repository of resources on bias and machine unlearning in Large Language Models.
bias ethics-ai fairness-ai llm llm-unlearning machine-unlearning

llm-unlearning

tamlhp / awesome-machine-unlearning

chrisliu298 / awesome-llm-unlearning

locuslab / open-unlearning

yaojin17 / Unlearning_LLM

chrisliu298 / llm-unlearn-eco

OPTML-Group / Unlearn-Simple

KID-22 / LLM-Unlearning-Paper-List

yascho / partial-model-collapse-unlearning

yascho / probabilistic-unlearning

Happy2Git / Unlearning_Inference_IAM

tamimalmahmud / DP2Unlearning

tamimalmahmud / LLM-Unlearning

RebelsNLU-jaist / llm-unlearning

RebelsNLU-jaist / llmu-robustness

fabianumfalco / llm-bias-unlearning