AIGan PyTorch

Unofficial implementation of AIGan from paper "AI-GAN: Attack-Inspired Generation of Adversarial Examples".

Code is based on mathcbc/advGAN_pytorch and ctargon/AdvGAN-tf with my modifications.

training the target model

python3 train_target_model.py

python3 main.py

python3 test_adversarial_examples.py

Name		Name	Last commit message	Last commit date
Latest commit History 29 Commits
AIGAN.py		AIGAN.py
MNIST_target_model.pth		MNIST_target_model.pth
README.md		README.md
activations.py		activations.py
conda-requirements.yml		conda-requirements.yml
imagenet_models.py		imagenet_models.py
imgnet_main.py		imgnet_main.py
main.py		main.py
models.py		models.py
pip-requirements.txt		pip-requirements.txt
test_adversarial_examples.py		test_adversarial_examples.py
train_target_model.py		train_target_model.py
train_utils.py		train_utils.py