USAD

Non-offical implementation

dataset

SWat dataset

Train: SWaT_Dataset_Normal_v1.csv

Test: SWaT_Dataset_Attack_v0.csv

MSI dataset

The MSI dataset is in data folder

preprocessing

python data_preprocess.py <dataset> where is one of MSL or SWaT.

Train and Test

run 'train_usad_swat.py'

Notice

This implementation do not use the down-sampling rate mentioned in the article USAD