Advances in Malware and Data-Driven Network Security

Advances in Malware and Data-Driven Network Security

Brij B. Gupta (National Institute of Technology, Kurukshetra, India)
Release Date: November, 2021|Copyright: © 2022 |Pages: 304
DOI: 10.4018/978-1-7998-7789-9
ISBN13: 9781799877899|ISBN10: 1799877892|EISBN13: 9781799877912|ISBN13 Softcover: 9781799877905
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Description & Coverage
Description:

Every day approximately three-hundred thousand to four-hundred thousand new malware are registered, many of them being adware and variants of previously known malware. Anti-virus companies and researchers cannot deal with such a deluge of malware – to analyze and build patches. The only way to scale the efforts is to build algorithms to enable machines to analyze malware and classify and cluster them to such a level of granularity that it will enable humans (or machines) to gain critical insights about them and build solutions that are specific enough to detect and thwart existing malware and generic-enough to thwart future variants.

Advances in Malware and Data-Driven Network Security comprehensively covers data-driven malware security with an emphasis on using statistical, machine learning, and AI as well as the current trends in ML/statistical approaches to detecting, clustering, and classification of cyber-threats. Providing information on advances in malware and data-driven network security as well as future research directions, it is ideal for graduate students, academicians, faculty members, scientists, software developers, security analysts, computer engineers, programmers, IT specialists, and researchers who are seeking to learn and carry out research in the area of malware and data-driven network security.

Coverage:

The many academic areas covered in this publication include, but are not limited to:

  • Anti-Virus Vendors
  • Botnet Defense Systems
  • Brain-Computer Interfaces Classifications
  • Cybersecurity Risks
  • Data-Driven Network Security
  • Deep Learning Techniques
  • Linked LKH Algorithms
  • Machine Learning
  • Malicious Node Detection
  • Malware Algorithms
  • Malware Detection
  • SecBrain
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Editor/Author Biographies
B. B. Gupta received his PhD degree from the Indian Institute of Technology Roorkee, India in the area of information security. He has published more than 50 research papers in international journals and conferences of high repute. He has visited several countries to present his research work. His biography has published in the Marquis Who’s Who in the World, 2012. At present, he is working as an Assistant Professor in the Department of Computer Engineering, National Institute of Technology Kurukshetra, India. His research interest includes information security, cyber security, cloud computing, web security, intrusion detection, computer networks and phishing.
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