Design and Evaluation of a Wazuh-Based Security Monitoring Framework for a Simulated OT Environment

Security monitoring is becoming more critical for systems that were primarily set up for reliable process control; industrial systems are increasingly connected. This project focuses on the feasibility of a small simulated operational technology (OT) setup with a monitoring solution based on Wazuh. A Windows PC was employed to serve as a software PLC, Kali Linux for a security-testing machine and Wazuh for the central monitoring platform. The simulated PLC transmitted data of the simulated temperature, pressure, tank level, motor status, and valve position as Modbus TCP and provided changing values. A variety of practical tests were run: Failed Windows authentication, PowerShell activity, Linux file-integrity events, Modbus communication checks, and Nmap service discovery. Wazuh obviously recognized the Windows authentication and PowerShell testing and also got file-integrity events from Kali. Modbus communication was successfully set up without any problems. But the execution of Nmap was not finally detected as a Wazuh alert and, in the same way, the EICAR antivirus test did not trigger a Wazuh event. The study also highlights the value of Wazuh for endpoint-focused visibility in an OT environment, which can be complemented by more network and OT-aware monitoring if comprehensive visibility in an industrial environment is desired.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-06
DOI
https://doi.org/10.5281/zenodo.23187505
Primary Topic
Network Security and Intrusion Detection
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Design and Evaluation of a Wazuh-Based Security Monitoring Framework for a Simulated OT Environment

Apoorva Khare, Priyank Kumar Kartikey
Zenodo (CERN European Organization for Nuclear Research)
Network Security and Intrusion Detection
article

Design and Evaluation of a Wazuh-Based Security Monitoring Framework for a Simulated OT Environment

Apoorva Khare, Priyank Kumar Kartikey
article en

Abstract

Security monitoring is becoming more critical for systems that were primarily set up for reliable process control; industrial systems are increasingly connected. This project focuses on the feasibility of a small simulated operational technology (OT) setup with a monitoring solution based on Wazuh. A Windows PC was employed to serve as a software PLC, Kali Linux for a security-testing machine and Wazuh for the central monitoring platform. The simulated PLC transmitted data of the simulated temperature, pressure, tank level, motor status, and valve position as Modbus TCP and provided changing values. A variety of practical tests were run: Failed Windows authentication, PowerShell activity, Linux file-integrity events, Modbus communication checks, and Nmap service discovery. Wazuh obviously recognized the Windows authentication and PowerShell testing and also got file-integrity events from Kali. Modbus communication was successfully set up without any problems. But the execution of Nmap was not finally detected as a Wazuh alert and, in the same way, the EICAR antivirus test did not trigger a Wazuh event. The study also highlights the value of Wazuh for endpoint-focused visibility in an OT environment, which can be complemented by more network and OT-aware monitoring if comprehensive visibility in an industrial environment is desired.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 10%
Network Security and Intrusion Detection
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Design and Evaluation of a Wazuh-Based Security Monitoring Framework for a Simulated OT Environment — Apoorva Khare, Priyank Kumar Kartikey · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS