A Transfer Learning Approach to Unveil the Role of Windows Common Configuration Enumerations in IEC 62443 Compliance

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Authors: Miguel Angelo Santos Bicudo, Estevão Rabello, Daniel Sadoc Menasché, Paulo Marcos Durand Segal, Claudio Marcos Durand Segal, Кочетуров Антон Андреевич, Priyanka Sharma
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Abstract

Industrial control systems (ICS) depend on highly heterogeneous environments where Linux, proprietary real-time operating systems, and Windows coexist. Although the IEC 62443-3-3 standard provides a comprehensive framework for securing such systems, translating its requirements into concrete configuration checks remains challenging, especially for Windows platforms. In this paper, we propose a transfer learning methodology that maps Windows Common Configuration Enumerations (CCEs) to IEC 62443-3-3 System Security Requirements by leveraging labeled Linux datasets. The resulting labeled dataset enables automated compliance checks, analysis of requirement prevalence, and identification of cross-platform similarities and divergences. Our results highlight the role of CCEs as a bridge between abstract standards and concrete configurations, advancing automation, traceability, and clarity in IEC 62443-3-3 compliance for Windows environments.

Fields of Study & Subjects

Information and Cyber Security Network Security and Intrusion Detection Security and Verification in Computing

Publication details

Pages
62–67
Publication date
12 April 2026
Language
EN