GAN-based Unsupervised Anomaly Identification Architecture (GUSAIA)

To be published in IISE Transactions Journal

How to cite

Citation details will be shared later

Requirements

• PyTorch
• SKLearn
• numpy
• pandas
• matplotlib
• seaborn

Running the Software

All the codes for building basic GUSAIA architecture can be found in GUSAIA.py. A pre-tarined model is also available as model.pth The file GUSAIA.ipynb explains how to train the GUSAIA architecture using a dataset, an example with [SWaT dataset] is deployed

Copyright and licensing

The license file will be updated later

Publication

To be added asp