Projekt
Context is key for cybersecurity: leveraging external knowledge for process model explanation via LLMs
Abstract The gap between operational process design and the security regulation requirements represents a critical and underexplored source of cybersecurity risk. Business process models provide structured representations of system behavior but are routinely abstracted from external knowledge, including industry stand…
Abstract The gap between operational process design and the security regulation requirements represents a critical and underexplored source of cybersecurity risk. Business process models provide structured representations of system behavior but are routinely abstracted from external knowledge, including industry standards, organizational policies, and domain constraints, which are required to assess their security posture and verify regulatory compliance. To address this, we propose a Security by Design framework that leverages Large Language Models (LLMs) to systematically integrate structured process models with unstructured external knowledge for automated process explanation and compliance checking. Our approach combines BPMN process models with external security standards (ISO 27001 [1] and IEC 62443-3-3 [2]) using a modular prompting architecture. We evaluate the framework using the LLM-as-a-Judge methodology on two real-world Industrial Internet of Things (IIoT) use cases, demonstrating accurate, contextually grounded results. We further introduce a four-part error typology to characterize model limitations in compliance-critical settings. While results are promising, human expert validation remains essential for nuanced regulatory interpretation. This work provides a methodological foundation for transparent, proactive cybersecurity by embedding context-aware compliance checks directly into the system design process.
Technologien
- Generative AI Generative AI – Überblick über Forschungsprojekte, Patente und Akteure im TechnologieAtlas.
- Internet der Dinge Internet der Dinge – Überblick über Forschungsprojekte, Patente und Akteure im TechnologieAtlas.
- Cybersicherheit Cybersicherheit – Überblick über Forschungsprojekte, Patente und Akteure im TechnologieAtlas.
Hochschulen
- University of Regensburg University of Regensburg – Hochschule bzw. Forschungseinrichtung mit Aktivitäten in Forschung und Innovation.