Advanced Techniques for Assertion-Based Verification in Hardware Designs Using Data Mining Algorithms

Author:   Mohammad Reza Heidari Iman
Publisher:   Springer International Publishing AG
ISBN:  

9783031904097


Pages:   96
Publication Date:   02 July 2025
Format:   Hardback
Availability:   Not yet available   Availability explained
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Advanced Techniques for Assertion-Based Verification in Hardware Designs Using Data Mining Algorithms


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Overview

This book introduces leading-edge techniques for verifying the complex electronic systems used in industries such as aerospace, automotive, and medical devices, and ensuring the safety and security of these systems. By focusing on advanced verification and security verification methods, the author addresses the critical need to detect and prevent potential bugs, errors, and vulnerabilities such as Hardware Trojans in embedded systems. With an emphasis on innovative approaches to assertion-based verification, this book provides valuable insights for engineers, researchers, and professionals dedicated to enhancing the functional verification, security, and trustworthiness of critical technological systems. The methods described in this book address key shortcomings in current automatic assertion miners used for assertion-based verification, such as long execution times, excessive and redundant assertion generation, and inconsistency among generated assertions. The author discusses several innovative methods, tools and techniques, such as ARTmine, IMMizer, and Dominance, which enhance functional verification, and facilitate the automatic generation, evaluation, and minimization of assertions. Additionally, novel techniques are introduced for security verification, including a security-based assertion miner for RISC-V processors and ADAssure for debugging and bug localization in autonomous driving control algorithms of autonomous vehicles.

Full Product Details

Author:   Mohammad Reza Heidari Iman
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
ISBN:  

9783031904097


ISBN 10:   3031904095
Pages:   96
Publication Date:   02 July 2025
Audience:   Professional and scholarly ,  College/higher education ,  Professional & Vocational ,  Postgraduate, Research & Scholarly
Format:   Hardback
Publisher's Status:   Active
Availability:   Not yet available   Availability explained
This item is yet to be released. You can pre-order this item and we will dispatch it to you upon its release.

Table of Contents

Introduction.- Background.- State-of-the-art.- Automatic Generation of Assertions for Functional Verification.- Automatic Evaluation and Minimization of Assertions.- Automatic Generation of Assertions for Security Verification.- Conclusion and Future Directions.

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Author Information

Mohammad Reza Heidari Iman is currently a postdoctoral researcher at TIMA Laboratory, Grenoble, France. He earned his PhD from Tallinn University of Technology, Estonia, in August 2024. His research interests include verification and assertion-based verification in safety-critical embedded systems, hardware security, and the application of AI in hardware security and verification. He is a program committee member for conferences such as ETS and IOLTS and also serves as a reviewer for leading journals and conferences, including IEEE TCAD, DATE, ETS, VLSI-SoC, IOLTS, and CODES+ISSS.

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