Implementation of the papaer titled "MarginFinger: Controlling Generated Fingerprint Distance to Classification boundary Using Conditional GANs"
The package using in this project was listed in requirements.txt
#####CIFAR-10 please download the datasets in the folder "data/cifar10" and models in the "model/cifar10" from https://drive.google.com/drive/folders/1idozSeUa9fHQBdPwMGWmQ7GhZuD3Rtpc?usp=sharing
#####Tiny-ImageNet please download the datasets in the folder "data/tiny_imagenet" from
CUDA_VISIBLE_DEVICES=0 python configs/tiny_imagenet/conditional.yaml --devices 0 --d=0.1 --alpha=0.1 --beta=0 --gamma=1 --omega=5
cd evaluation
CUDA_VISIBLE_DEVICES=0 python auc_matching_rate.py