Fine-tuning open-source LLMs on a GPT-generated database of vulnerable RTL designs raises SoC vulnerability detection accuracy from about 40% to 84.8%.
Security and trust vulner- abilities in third-party ips,
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BugWhisperer: Fine-Tuning LLMs for SoC Hardware Vulnerability Detection
Fine-tuning open-source LLMs on a GPT-generated database of vulnerable RTL designs raises SoC vulnerability detection accuracy from about 40% to 84.8%.