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

arXiv:2609.37396 · cs.CR · Submitted 2026-09-29 · Read on arXiv

cs.CR

Submitted: 2026-09-29

Updated: 2026-09-29

Code: https://github.com/laplace1002/TamarinAgent

Terminology

• Verification — 43× in this paper · explained in 2 episodes
• Provenance — 20× in this paper · explained in 3 episodes
• Consistency — 6× in this paper · explained in 3 episodes
• Trace — 6× in this paper · explained in 2 episodes
• Accuracy — 5× in this paper · explained in 1 episode
• Formal Verification — 4× in this paper · explained in 2 episodes
• Benchmark — 3× in this paper · explained in 2 episodes
• Core — 3× in this paper · explained in 2 episodes
• Formal Methods — 3× in this paper · explained in 3 episodes
• Alignment — 2× in this paper · explained in 1 episode
• Human-in-the-Loop — 2× in this paper · explained in 3 episodes
• Verifier — 2× in this paper · explained in 2 episodes
• AI Agents — 1× in this paper · explained in 2 episodes
• Abstraction — 1× in this paper · explained in 1 episode
• F1 Score — 1× in this paper · explained in 3 episodes
• Linear Temporal Logic (LTL) — 1× in this paper · explained in 4 episodes
• alpha — 1× in this paper · explained in 1 episode

Sources

• The Llama 3 Herd of Models
• GPT-4o System Card
• Security Analysis Methods on Ethereum Smart Contract Vulnerabilities: A Survey
• Event-B Agent: Towards LLM Agent for Formal Model Synthesis and Repair

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