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Author

R. Mansilha

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Open access Sep 2026

AIaCGateGuard: A Security-First Pipeline for Benchmarking LLM- and SLM-Generated Infrastructure-as-Code

We present AIACGATEGUARD, an open-source, fully automated pipeline for evaluating the security compliance of Infrastructure-as-Code (IaC) generated by Large and Small Language Models (LLMs/SLMs). Unlike existing IaC generation benchmarks, which assess only syntactic validity or functional correctness, AIACGATEGUARD int...

Francis Luis Santos Vargas, R. Mansilha, Diego Kreutz · 0 citations
Open access Jul 2026

Can Language Models Generate Secure Terraform Code? A Security-Focused Benchmark Using Static Analysis

An empirical benchmark evaluating whether LLMs and SLMs can generate security-compliant AWS Terraform configurations suggests that prompt design is a critical factor, highlighting the need for a proper pipeline for developing and validating LLM-assisted secure IaC generation.

Francis Luis Santos Vargas, R. Mansilha, Diego Kreutz · 0 citations

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