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unlearning

Here are 18 public repositories matching this topic...

zjunlp / EasyEdit

An Easy-to-use Knowledge Editing Framework for LLMs.

Updated May 6, 2024
Jupyter Notebook

tamlhp / awesome-machine-unlearning

Awesome Machine Unlearning (A Survey of Machine Unlearning)

data-privacy gdpr right-to-be-forgotten machine-unlearning continual-learning forgetting data-deletion unlearning membership-inference data-removal model-certification federated-unlearning recommendation-unlearning few-shot-unlearning unlearning-verification feature-injection deep-unlearning llm-unlearning

Updated Apr 23, 2024
Jupyter Notebook

OPTML-Group / Unlearn-Saliency

[ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation" by Chongyu Fan*, Jiancheng Liu*, Yihua Zhang, Eric Wong, Dennis Wei, Sijia Liu

generative-model data-privacy diffusion machine-unlearning forgetting diffusion-models data-deletion membership-inference-attack unlearning membership-inference data-removal

Updated May 8, 2024
Python

OPTML-Group / Unlearn-Sparse

[NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gaowen Liu, Yang Liu, Pranay Sharma, Sijia Liu

data-privacy machine-unlearning forgetting data-deletion membership-inference-attack unlearning membership-inference data-removal

Updated Mar 12, 2024
Python

OPTML-Group / Diffusion-MU-Attack

The official implementation of the paper "To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Unsafe Images ... For Now". This work introduces one fast and effective attack method to evaluate the harmful-content generation ability of safety-driven unlearned diffusion models.

evaluation-framework robustness adversarial-attacks unlearning stable-diffusion attack-unlearned-diffusion-model

Updated Mar 25, 2024
Python

nkdinsdale / Unlearning_for_MRI_harmonisation

Code for implementation of Unlearning Scanner Bias for MRI Harmonisation

domain-adaptation harmonisation unlearning

Updated Jun 21, 2021
Python

KID-22 / LLM-Unlearning-Survey

machine-unlearning unlearning llm chatgpt llm-unlearning

Updated Apr 18, 2024

bjzhb666 / GS-LoRA

Continual Forgetting for Pre-trained Vision Models (CVPR 2024)

editing machine-unlearning continual-learning forgetting unlearning model-editing face-transformer casia-webface continual-forgetting

Updated Mar 24, 2024
Python

fmy266 / Pytorch-Backdoor-Unlearning

Pytorch implementation of backdoor unlearning.

backdoor defense unlearning

Updated Jun 8, 2022
Python

chrisliu298 / awesome-llm-unlearning

A resource repository for machine unlearning in large language models

awesome alignment machine-unlearning unlearning llm large-language-model llm-unlearning

Updated May 7, 2024

pbevan1 / Detecting-Melanoma-Fairly

Implementation for MICCAI DART paper: 'Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification'

Updated Jun 22, 2022
Python

vicw0ng-hk / feul

Repo on unlearning in FL. FYP22002@HKUCS.

notebook final-year-project federated-learning unlearning

Updated Apr 22, 2023
Jupyter Notebook

OPTML-Group / Unlearn-WorstCase

"Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning" by Chongyu Fan*, Jiancheng Liu*, Alfred Hero, Sijia Liu

evaluation data-privacy evaluation-framework machine-unlearning forgetting data-deletion unlearning data-removal

Updated May 4, 2024
Python

pbevan1 / Skin-Deep-Unlearning

Implementation for ICML 2022 paper: 'Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification'

deep-learning cnn convolutional-neural-networks dermatology icml domain-adaptation debiasing melanoma-detection domain-generalization unlearning melanoma-classification gradient-reversal-layer debiasing-neural-networks gradient-reversal learning-not-to-learn turning-a-blind-eye confusion-loss icml-2022

Updated Jul 25, 2022
Python

hslyu / GIF

Official implementation of "Deeper Understanding of Black-box Predictions via Generalized Influence Functions".

machine-learning influence-functions unlearning

Updated Apr 25, 2024
Jupyter Notebook

awesome-machine-unlearning / awesome-machine-unlearning.github.io

Official Website of https://github.com/tamlhp/awesome-machine-unlearning

sortable machine-unlearning unlearning

Updated Apr 28, 2024
HTML

unlearning-challenge / unlearning-challenge.github.io

challenge competition machine-learning kaggle-competition unlearning

Updated Jan 18, 2024
Ruby

gthaka / demo-springboot

Unlearning Java, with Spring boot. AmigosCode https://youtu.be/9SGDpanrc8U

java spring-boot unlearning

Updated Dec 1, 2023
Java

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