A multi-agent system with hybrid RAG and two new enforcement mechanisms shows strong results on semantic extraction phases of IT-Grundschutz but weak results on logical reasoning phases when evaluated against a BSI case study.
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2026 2representative citing papers
The authors propose a Multi-LLM system architecture using HybridRAG to support multiple phases of BSI IT-Grundschutz certification.
citing papers explorer
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Probabilistic Agents in Deterministic Audits: Evaluating Multi-Agent Systems for Automated Audits Based on the German IT-Grundschutz
A multi-agent system with hybrid RAG and two new enforcement mechanisms shows strong results on semantic extraction phases of IT-Grundschutz but weak results on logical reasoning phases when evaluated against a BSI case study.
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An Approach for a Supporting Multi-LLM System for Automated Certification Based on the German IT-Grundschutz
The authors propose a Multi-LLM system architecture using HybridRAG to support multiple phases of BSI IT-Grundschutz certification.