MODBUS Dataset for ICS Anomaly Detection
Ryšavý Ondřej, doc. Ing., Ph.D. (DIFS FIT BUT)
Machine Learning, Network Security, ICS Communication, Anomaly Detection, Network Monitoring, Datasets
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.
The dataset is available at https://ieee-dataport.org/documents/modbus-dataset-ics-anomaly-detection