Official Pytorch implementation of IJCAI'21 paper "GraphMI: Extracting Private Graph Data from Graph Neural Networks" [paper][arxiv]
You can clone this repository and run the code
git clone https://github.com/zaixizhang/GraphMI.git
cd GraphMI
python main.py
If you find this repo to be useful, please cite our paper. Thank you.
@inproceedings{ijcai2021-516,
title = {GraphMI: Extracting Private Graph Data from Graph Neural Networks},
author = {Zhang, Zaixi and Liu, Qi and Huang, Zhenya and Wang, Hao and Lu, Chengqiang and Liu, Chuanren and Chen, Enhong},
booktitle = {Proceedings of the Thirtieth International Joint Conference on
Artificial Intelligence, {IJCAI-21}},
pages = {3749--3755},
year = {2021},
month = {8},
note = {Main Track}
doi = {10.24963/ijcai.2021/516},
url = {https://doi.org/10.24963/ijcai.2021/516},
}