LLM for SoC Security: A Paradigm Shift

ePrint Report: LLM for SoC Security: A Paradigm Shift

Dipayan Saha, Shams Tarek, Katayoon Yahyaei, Sujan Kumar Saha, Jingbo Zhou, Mark Tehranipoor, Farimah Farahmandi

As the ubiquity and complexity of system-on-chip (SoC) designs increase across electronic devices, the task of incorporating security into an SoC design flow poses significant challenges. Existing security solutions are inadequate to provide effective verification of modern SoC designs due to their limitations in scalability, comprehensiveness, and adaptability. On the other hand, Large Language Models (LLMs) …

challenges chip complexity design devices electronic devices eprint report flow llm mark paradigm report security security solutions soc solutions system task ubiquity