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Détails bibliographiques
Auteur principal:	Nguyen, Bao Van
Format:	Recurso digital
Langue:
Publié:	Zenodo 2026
Sujets:	large language models evaluation framework DevSecOps policy as code regulatory compliance retrieval-augmented generation NIST SP 800-53 Open Policy Agent Rego Terraform
Accès en ligne:	https://doi.org/10.5281/zenodo.20399040
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Table des matières:

<p>Replication package for the evaluation framework. Contains: (1) a four-layer LLM-driven regulatory-to-policy-as-code pipeline (input → RAG retrieval → two-stage LLM generation → automated validation); (2) the Policy Accuracy Score (PAS) rubric implementation; (3) a 30-scenario NIST SP 800-53–derived dataset with reference OPA/Rego policies, reference Terraform configurations, and paired compliant / non-compliant OPA test fixtures; (4) the 180-run experiment that produced the results reported in the paper (3 commercial LLMs × 2 generation methods × 30 scenarios); (5) cached model outputs and OPA / Checkov proof artefacts enabling offline re-scoring without API access; (6) the paper-ready figures and tables generated from the canonical results CSV. The canonical results CSV has SHA-256 42f6ec840d7745653749d7a39aea6e338afbd81e30b8f5df7099b31e1de2643c.</p>

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