ATLAS uses large language models to automatically generate formal security properties from threat models and vulnerability databases, detecting 39 of 48 CWEs and producing correct assertions for 33 on three HACK@DAC benchmarks.
2025.OPL4GPT: An Application Space Exploration of Optimal Programming Language for Hardware Design by LLM
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ATLAS: AI-Assisted Threat-to-Assertion Learning for System-on-Chip Security Verification
ATLAS uses large language models to automatically generate formal security properties from threat models and vulnerability databases, detecting 39 of 48 CWEs and producing correct assertions for 33 on three HACK@DAC benchmarks.