An LLM-based framework with retrieval, vacuity filtering, formal coverage analysis, and iterative prompt refinement generates security assertions for SoCs, achieving high coverage and detecting five planted OpenTitan bugs.
SPELL: An End-to-End Tool Flow for LLM-Guided Secure SoC Design for Embedded Systems,
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LASA: Enhancing SoC Security Verification with LLM-Aided Property Generation
An LLM-based framework with retrieval, vacuity filtering, formal coverage analysis, and iterative prompt refinement generates security assertions for SoCs, achieving high coverage and detecting five planted OpenTitan bugs.