Author

Marie Katsurai

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Preprint Aug 2026

Verification-Guided Specification Synthesis with Large Language Models for Intrusion Detection Rules

This study presents a verification-guided specification synthesis framework for generating Suricata rules directly from HTTP request traces, which achieves a detection rate of 81.5% while maintaining a false positive rate of 0.0%.

Kohei Yamamoto, Marie Katsurai · 0 citations