LLM for SoC Design and Security

Beschreibung

This book provides a comprehensive guide to using LLMs for secure and efficient chip design, addressing key aspects such as LLM-driven IP development, verification, threat modeling, property generation, and security validation. The authors explore how LLMs can be harnessed for hardware IP verification, security assurance, and protection against emerging threats such as hardware Trojans, side-channel attacks, and supply chain vulnerabilities. By covering both the foundations of SoC design and security and the practical applications of LLMs in IP protection, this book will serve as an essential reference for hardware engineers, security researchers, SoC designers, and IP vendors seeking to integrate AI-driven methodologies into their workflow. The book not only presents the theoretical foundations of using LLMs in chip design but also provides practical insights into real-world implementation, ensuring that readers can apply these techniques effectively in securing next-generation semiconductor devices.

• Explores how Large Language Models (LLMs) can be applied to hardware design and security
• Provides step-by-step demonstrations of LLM-assisted tasks in Verilog, SystemVerilog generation
• Includes real examples, step-by-step methodologies and hands-on applications

This book provides a comprehensive guide to using LLMs for secure and efficient chip design, addressing key aspects such as LLM-driven IP development, verification, threat modeling, property generation, and security validation. The authors explore how LLMs can be harnessed for hardware IP verification, security assurance, and protection against emerging threats such as hardware Trojans, side-channel attacks, and supply chain vulnerabilities. By covering both the foundations of SoC design and security and the practical applications of LLMs in IP protection, this book will serve as an essential reference for hardware engineers, security researchers, SoC designers, and IP vendors seeking to integrate AI-driven methodologies into their workflow. The book not only presents the theoretical foundations of using LLMs in chip design but also provides practical insights into real-world implementation, ensuring that readers can apply these techniques effectively in securing next-generation semiconductor devices.

Autor*in

Farimah Farahmandi

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