A fine-tuned GPT-3.5 model translates natural-language security protocol descriptions into CPSA protocol definitions, outperforming general LLMs in syntactic accuracy on a 3-query human evaluation.
https://datatracker.ietf.org/doc/charter-irtf-ufmrg/01/ (January 2023), accessed: 1/08/2024
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ModelForge: Using GenAI to Improve the Development of Security Protocols
A fine-tuned GPT-3.5 model translates natural-language security protocol descriptions into CPSA protocol definitions, outperforming general LLMs in syntactic accuracy on a 3-query human evaluation.