NSIBF
Time Series Anomaly Detection for Cyber-physical Systems via Neural System Identification and Bayesian Filtering
Cheng Feng and Pengwei Tian. 2021. Time Series Anomaly Detection for Cyber-physical Systems via Neural System Identification and Bayesian Filtering. In Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD ’21), August 14–18, 2021, Virtual Event, Singapore. ACM, New York, NY, USA, 10 pages. https://doi.org/10.1145/3447548.3467137
Getting Started
Install dependencies (with python 3.6)
pip install -r requirements.txt
Run the qualitative experiment
cd experiments
python qualitative_experiment.py
Run the PUMP experiment
cd experiments
python PUMP_experiement.py
Run the WADI experiment
cd experiments
python WADI_experiement.py
Run the SWAT experiment
cd experiments
python SWAT_experiement.py