ExplorerLu1024 / MIMAD-GAN

MIM-GAN-based Anomaly Detection for Multivariate Time Series Data

Quickstart

• Python3

• Please download the SWaT and WADI datasets in the data folder before run RGAN.py and AD.py

• To train the model:

  """ python RGAN.py --settings_file swat """

• To do anomaly detection:

  """ python AD.py --settings_file swat_test"""

Data

We apply our method on the SWaT and WADI datasets in the paper, however, we didn't upload the data in this repository. Please refer to(https://itrust.sutd.edu.sg/testbeds/secure-water-treatment-swat/， https://itrust.sutd.edu.sg/) and send request to iTrust is you want to try the data.