This dataset consisting of MODBUS/TCP communication was created using the Factory.IO 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.

Dataset Files

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Documentation: 
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File Readme.pdf455.42 KB
[1] Ondrej Rysavy, Petr Matousek, "Modbus Dataset for ICS Anomaly Detection", IEEE Dataport, 2021. [Online]. Available: http://dx.doi.org/10.21227/e1bc-3w91. Accessed: May. 18, 2022.
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doi = {10.21227/e1bc-3w91},
url = {http://dx.doi.org/10.21227/e1bc-3w91},
author = {Ondrej Rysavy; Petr Matousek },
publisher = {IEEE Dataport},
title = {Modbus Dataset for ICS Anomaly Detection},
year = {2021} }
TY - DATA
T1 - Modbus Dataset for ICS Anomaly Detection
AU - Ondrej Rysavy; Petr Matousek
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PB - IEEE Dataport
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Ondrej Rysavy, Petr Matousek. (2021). Modbus Dataset for ICS Anomaly Detection. IEEE Dataport. http://dx.doi.org/10.21227/e1bc-3w91
Ondrej Rysavy, Petr Matousek, 2021. Modbus Dataset for ICS Anomaly Detection. Available at: http://dx.doi.org/10.21227/e1bc-3w91.
Ondrej Rysavy, Petr Matousek. (2021). "Modbus Dataset for ICS Anomaly Detection." Web.
1. Ondrej Rysavy, Petr Matousek. Modbus Dataset for ICS Anomaly Detection [Internet]. IEEE Dataport; 2021. Available from : http://dx.doi.org/10.21227/e1bc-3w91
Ondrej Rysavy, Petr Matousek. "Modbus Dataset for ICS Anomaly Detection." doi: 10.21227/e1bc-3w91