The implementation of our ICDM 2020 paper "Exploratory Adversarial Attacks on Graph Neural Networks".

python == 3.6.8
torch == 1.1.0
numpy == 1.16
scipy == 1.2.1
networkx == 1.11

unzip data.zip in ./src.

cd ./src.
zsh scripts with default hyper-parameters.

If you find the code is useful for your research, please cite this paper:

@inproceedings{lin2020:epo,
author={Lin, Xixun and Zhou, Chuan and Yang, Hong and Wu, Jia and Wang, Haibo and Cao, Yanan and Wang, Bin},
title={Exploratory Adversarial Attacks on Graph Neural Networks},
booktitle={IEEE International Conference On Data Mining (ICDM)},
year={2020}
}