Limit search to available items
Book Cover
E-book

Title Binary code fingerprinting for cybersecurity : application to malicious code fingerprinting / Saed Alrabaee, Mourad Debbabi, Paria Shirani, Lingyu Wang, Amr Youssef, Ashkan Rahimian, Lina Nouh, Djedjiga Mouheb, He Huang, Aiman Hanna
Published Cham : Springer, 2020

Copies

Description 1 online resource (264 pages) : illustrations
Series Advances in Information Security ; v. 78
Advances in information security ; 78.
Contents 1 Introduction -- 2 Binary Analysis Overview -- 3 Compiler Provenance Attribution -- 4 Library Function Identification -- 5 Identifying Reused Functions in Binary Code -- 6 Function Fingerprinting -- 7 Free Open-Source Software Fingerprinting -- 8 Clone Detection -- 9 Authorship Attribution -- 10 Conclusion
Summary This book addresses automated software fingerprinting in binary code, especially for cybersecurity applications. The reader will gain a thorough understanding of binary code analysis and several software fingerprinting techniques for cybersecurity applications, such as malware detection, vulnerability analysis, and digital forensics. More specifically, it starts with an overview of binary code analysis and its challenges, and then discusses the existing state-of-the-art approaches and their cybersecurity applications. Furthermore, it discusses and details a set of practical techniques for compiler provenance extraction, library function identification, function fingerprinting, code reuse detection, free open-source software identification, vulnerability search, and authorship attribution. It also illustrates several case studies to demonstrate the efficiency, scalability and accuracy of the above-mentioned proposed techniques and tools. This book also introduces several innovative quantitative and qualitative techniques that synergistically leverage machine learning, program analysis, and software engineering methods to solve binary code fingerprinting problems, which are highly relevant to cybersecurity and digital forensics applications. The above-mentioned techniques are cautiously designed to gain satisfactory levels of efficiency and accuracy. Researchers working in academia, industry and governmental agencies focusing on Cybersecurity will want to purchase this book. Software engineers and advanced-level students studying computer science, computer engineering and software engineering will also want to purchase this book
Bibliography Includes bibliographic references
Notes Print version record
Subject Computer security.
Computer Security
Computer security
Form Electronic book
Author Alrabaee, Saed
Debbabi, Mourad.
Shirani, Paria
Wang, Lingyu.
Youssef, Amr M.
Rahimian, Ashkan
Nouh, Lina
Mouheb, Djedjiga.
Huang, He
Hanna, Aiman
ISBN 9783030342388
3030342387