MODBUS Dataset for ICS Anomaly Detection

MODBUS Dataset for ICS Anomaly Detection

Software

This dataset consisting of MODBUS/TCP communication was created using the Factory I/O simulator (trial version is available). The dataset contains different scenarios that control different industrial processes. For each scenario, files are provided to capture normal communication and communication with anomalies. The purpose of the dataset is to support research and evaluation of anomaly detection methods in the field of ICS. The provided ICS operation, with the help of a simulated factory, is close to the real system and at the same time allows various errors and attacks to be demonstrated.

This dataset consisting of MODBUS/TCP communication was created using the Factory I/O simulator (trial version is available). The dataset contains different scenarios that control different industrial processes. For each scenario, files are provided to capture normal communication and communication with anomalies. The purpose of the dataset is to support research and evaluation of anomaly detection methods in the field of ICS. The provided ICS operation, with the help of a simulated factory, is close to the real system and at the same time allows various errors and attacks to be demonstrated.

Machine Learning, Network Security, ICS Communication, Anomaly Detection, Network Monitoring, Datasets

Machine Learning, Network Security, ICS Communication, Anomaly Detection, Network Monitoring, Datasets

Datová sada je ke stažení na: https://ieee-dataport.org/documents/modbus-dataset-ics-anomaly-detection

In order to use the result by another entity, it is always necessary to acquire a license

https://www.fit.vut.cz/research/product/707/