Machine Learning Algorithms for Identifying Dependencies in OT Protocols

Machine Learning Algorithms for Identifying Dependencies in OT Protocols

This study illustrates the utility and effectiveness of machine learning algorithms in identifying dependencies in data transmitted in industrial networks. The analysis was performed for two different algorithms. The study was carried out for the XGBoost (Extreme Gradient Boosting) algorithm based o...

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Bibliographic Details
Main Authors: Milosz Smolarczyk, Jakub Pawluk, Alicja Kotyla, Sebastian Plamowski, Katarzyna Kaminska, Krzysztof Szczypiorski
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Energies
Subjects:
cybersecurity
machine learning
XGBoost
EBM
GAM
Modbus TCP/IP
Online Access:https://www.mdpi.com/1996-1073/16/10/4056

Internet

https://www.mdpi.com/1996-1073/16/10/4056

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