Product Details

MODBUS Dataset for ICS Anomaly Detection

Created: 2022

Czech title
Datový soubor MODBUS komunikace pro detekci anomálií v průmyslových systémech
Type
software
License
In order to use the result by another entity, it is always necessary to acquire a license
License Fee
The licensor does not require a license fee for the result
Authors
Matoušek Petr, doc. Ing., Ph.D., M.A. (DIFS)
Ryšavý Ondřej, doc. Ing., Ph.D. (DIFS)
Keywords


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

Description

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.

Location

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

Projects
Metody AI pro zabezpečení kybernetického prostoru a řídicí systémy, BUT, Vnitřní projekty VUT, FIT-S-20-6293, start: 2020-03-01, end: 2023-02-28, completed
Research groups
NES@FIT - Networks and distributed systems research group (RG NES@FIT)
Departments
Department of Information Systems (DIFS)
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