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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

 
 

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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

training the AIGAN

python3 main.py

testing adversarial examples

python3 test_adversarial_examples.py

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Attack-Inspired GAN - unofficial pytorch implementation

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