LMIA

This is the implementation for our Link-level MIA, which has been accepted by The Annual Computer Security Applications Conference (ACSAC) 2023.

NRL model (target model)

The original implemenations of GRL models we used in the paper can be found here:

• Deepwalk: https://github.com/phanein/deepwalk

• node2vec: https://github.com/lucashu1/link-prediction

• LINE: https://github.com/snowkylin/line

• GAE: https://github.com/DaehanKim/vgae_pytorch

For each GRL, run

python deepwalk-LMIA.py

python node2vec-LMIA.py

python line-LMIA.py

python gae-LMIA.py