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Preprint Sep 2026

Confidence-Guided Protocol IR for LLM-Aided Security Protocol Modeling

Large language models offer a promising interface for translating natural-language protocol descriptions into formal security models, but their outputs remain difficult to trust without expert validation. In this paper, we present a human-in-the-loop framework for generating Tamarin-verifiable formal models of security...

Si-Qi Li, Yu-Fan Cai, Hong-Shu Wang et al. · 0 citations

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