Binary Code Fingerprinting for Cybersecurity

Saed Alrabaee, Mourad Debbabi, Paria Shirani, Lingyu Wang, Amr Youssef, Ashkan Rahimian, Lina Nouh, Djedjiga Mouheb, He Huang, Aiman Hanna

Informasi Dasar

21.21.3884
005.8
Buku - Elektronik (E-Book)
4

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.

Subjek

DATA SECURITY
 

Katalog

Binary Code Fingerprinting for Cybersecurity
978-3-030-34238-8
264p.: pdf file.; 8.6 MB
Inggris

Sirkulasi

Rp. 0
Rp. 0
Tidak

Pengarang

Saed Alrabaee, Mourad Debbabi, Paria Shirani, Lingyu Wang, Amr Youssef, Ashkan Rahimian, Lina Nouh, Djedjiga Mouheb, He Huang, Aiman Hanna
Perorangan
 
 

Penerbit

Springer
New York
2020

Koleksi

Kompetensi

  • CMI7B3 - ANALISIS DATA FORENSIK
  • CMI7G3 - PENGUMPULAN DATA FORENSIK PADA DUNIA SIBER
  • CMI7E3 - SEKURITAS YANG DAPAT DIBUKTIKAN

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