Awesome

DefenseVGAE

Environment

• CUDA Version: 10.1
• Python 3.6
• GPU: TITAN Xp

Packages

• torch==1.4.0
• deeprobust
• tensorflow-gpu==1.14.0

Experiments

On clean data

git clone https://github.com/zhangao520/defense-vgae
cd defense-vgae
python ours_clean.py -d {cora,citeseer,polblogs}

Against Nettack

cd experiments-nettack
./run_defense.sh

Against Mettack

cd experiments-mettack
python mettack.py --ptb_rate 0.01 --dataset cora
python defense.py --ptb_rate 0.01 --dataset cora -r 10 -j 0.02