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A novel dynamic risk assessment tool for evaluating cybersecurity risks in the digital industry
Nourhan Halawi Ghoson1,2, Khaled Benfriha3
1Arts et Métiers, Science et technologie, 151, Boulvard de l'Hopital, Paris, France. Nourhan.halawi_ghoson@ensam.eu.
Scientific Reports
|July 4, 2026
Summary
This study introduces a semi-automated tool for Operational Technology (OT) cybersecurity risk analysis, integrating asset data and threat intelligence. It effectively identifies high-risk areas in industrial systems for improved security.
Area of Science:
- Cybersecurity
- Industrial Control Systems
- Risk Management
Background:
- Operational Technology (OT) and Information Technology (IT) integration presents cybersecurity challenges.
- Traditional risk assessments are inadequate for evolving threats and complex industrial systems.
- Need for adaptable and scalable OT cybersecurity risk evaluation methods.
Purpose of the Study:
- To present a semi-automated risk analysis tool for OT cybersecurity.
- To address limitations of traditional risk assessment approaches in industrial environments.
- To provide a structured and scalable framework for OT risk management.
Main Methods:
- Developed a multi-layered risk analysis tool integrating asset inventories, governance questionnaires, and threat intelligence (MITRE ATT&CK, CVE).
- Applied fuzzy logic for mapping threats and vulnerabilities.
- Generated graphical outputs: risk levels, threat distribution, and lifecycle exposure matrices.
Main Results:
- The tool successfully identified high-risk assets and critical operational stages requiring mitigation.
- Experimentation on an industrial platform validated the tool's effectiveness.
- Intrusion testing confirmed the tool's capacity for accurate risk identification.
Conclusions:
- The developed framework offers a practical foundation for structured, scalable, and governance-aligned OT risk assessments.
- The semi-automated tool enhances the evaluation of cybersecurity risks in integrated OT/IT environments.
- This approach improves the identification and mitigation of cybersecurity threats in industrial settings.
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