Author

Marian Margraf

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Review Jul 2026

From Legacy Documentation to OSCAL: An MCP-Based Agent Pipeline for Threat-Informed Continuous Compliance in Critical Infrastructure

A non-invasive, MCP-grounded multi-agent pipeline that converts natural-language system descriptions into source-verified knowledge graph and audit-ready artifacts in the NIST OSCAL format for continuous automated compliance management is presented.

Lea R. Muth, Marian Margraf · arXiv.org · 0 citations

Conference Open access Jul 2026

Reverse Engineering Compliance: A Dual-Graph Verification Framework for Auditing Legacy it Security Concepts

The evaluation shows that ASSERT makes document-infrastructure inconsistencies measurable, but reveals a trade-off between discovering undocumented entities and enforcing a schema.

Lea R. Muth, Marian Margraf · International Conference on... · 0 citations