# 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