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[new-research] arXiv:2608.28021 — Compared to What? A Human-Anchored Security Benchmark for LLM-Generated Infrastr #55

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New arXiv Research Paper

arXiv ID: 2608.28021
Title: Compared to What? A Human-Anchored Security Benchmark for LLM-Generated Infrastructure-as-Code
Authors: Animesh Shaw
Published: 2026-08-28T07:34:57Z
URL: https://arxiv.org/abs/2608.28021

Abstract (first 300 chars)

Large language models are increasingly used to author Infrastructure-as-Code (IaC), where a single insecure default can be deployed directly into production. Prior evaluations report raw vulnerability counts for model-generated IaC, but without a human baseline they cannot determine whether models a…

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