GMI-Attack
This repo contains code for paper "The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural
Networks"
Dependencies
numpy>=1.16.3
pytorch>=1.2.0
Usage
train_gan.py: Train the attack models including generator network and discriminator network with public data
attack.py: Implement model inversion attack on target models which is trained on private data
Celeba/masked/train_inv.py: Train the attack models with auxiliary knowledge