# Sigma-Hunter: A Domain-Specific Language Model for Threat Hunting and Detection Engineering

**Published:** October 8, 2026
**Author:** Kemal Davaslioglu, Sastry Kompella
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/sigma-hunter-a-domain-specific-language-model-for-threat-hunting-and-det

Detection engineers must translate threat reports, forensic observations, and hunt hypotheses into precise, testable rules. General-purpose large language models (LLMs) can draft such rules, but often produce invalid YAML, incorrect log sources, unsupported fields, or overly…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.09007)

**Tags:** #arXiv

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