cbhua/swat-preprocess
A tool for data preprocess on iTrust SWaT dataset.
This tool helps cybersecurity researchers and anomaly detection specialists prepare the iTrust Secure Water Treatment (SWaT) dataset for analysis. It takes the raw SWaT 2015 dataset, including sensor readings and attack logs, and outputs a cleaned, visualized, and preprocessed version, ready for use in anomaly detection models. Researchers focused on industrial control system security and threat detection in critical infrastructure would find this useful.
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Use this if you are a researcher working with the iTrust SWaT 2015 dataset and need to visualize anomalies, clean sensor data, or prepare it for time-series anomaly detection training.
Not ideal if you are looking for a general-purpose anomaly detection solution or working with real-time SWaT data outside of the 2015 dataset.
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Last pushed
Oct 11, 2022
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