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Happy2Git / GUIDE

USENIX Security'23: Inductive Graph Unlearning
https://arxiv.org/abs/2304.03093
BSD 3-Clause "New" or "Revised" License
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fairness-graph-clustering fairness-ml graph-algorithms graph-partitioning grpah-unlearning machine-unlearning privacy

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GUIDE

Implementation of the GUIDE framework for Inductive Graph Unlearning, just accepted at USENIX Security'23. For more information on GUIDE, please refer to the following paper link: https://arxiv.org/abs/2304.03093.

Installation

git clone https://github.com/Happy2Git/GUIDE.git  
cd GUIDE  
mamba env create -n GUIDE -f environment.yml  
mkdir data checkpoints

Usage

See 'inductive_BTC.ipynb' and inductive_BTC_abalation.ipynb'

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