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

Language EnglishEnglish
Book Hardback
Book Advanced Techniques for Assertion-Based Verification in Hardware Designs using Data Mining Algorithms Mohammad Reza Heidari Iman
Libristo code: 48208405
Publishers Springer, Berlin, November 2024
This book introduces leading-edge techniques for verifying the complex electronic systems used in in... Full description
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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.

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About the book

Full name Advanced Techniques for Assertion-Based Verification in Hardware Designs using Data Mining Algorithms
Language English
Binding Book - Hardback
Date of issue 2025
Number of pages 100
EAN 9783031904097
Libristo code 48208405
Publishers Springer, Berlin
Weight 334
Dimensions 155 x 235
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