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OCAN

Command

python oc_gan.py $1 $2

$1: 1 for wiki encoding (200D); 2 for credit-card encoding (50D); 3 for credit-card plain data(30D).

$2: 0 for training and testing model; 1 for showing training process by testing metrics, probabilities from discriminator for benign and vandal users, fm_loss, and f1.

e.g. python oc_gan.py 1 0

train the model on wiki(70%), and then evaluate it(30%).

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  • Python 91.1%
  • MATLAB 8.9%