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MATOUŠEK, P. RYŠAVÝ, O.
Product type
software
Abstract
This dataset consisting of MODBUS/TCP communication was created using the Factory I/O (https://factoryio.com/) 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.
Keywords
Machine Learning, Network Security, ICS Communication, Anomaly Detection, Network Monitoring, Datasets
Create date
5. 1. 2022
Location
Datová sada je ke stažení na: https://ieee-dataport.org/documents/modbus-dataset-ics-anomaly-detection
Possibilities of use
K využití výsledku jiným subjektem je vždy nutné nabytí licence
Licence fee
Poskytovatel licence na výsledek nepožaduje licenční poplatek
www
https://www.fit.vut.cz/research/product/707/