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Poster: Automated Security Property Extraction from Protocol Specifications

Hassan Asghar,Myeong-Ha Hwang,6 Authors,Hyunwoo Lee

2025 · DOI: 10.1109/ICNP65844.2025.11192438
IEEE International Conference on Network Protocols · 0 Citations

Abstract

Formal verification of network protocols is a security-by-design approach, but extracting security properties from long, complex specifications remains manual, time-consuming, labor-intensive, and error-prone. We propose SPARTA, a framework that automatically extracts useful security properties from network specifications leveraging large language models (LLMs) and a three-step retrieval-augmented generation (RAG) pipeline.