/ Books / Subjects / Computers & Technology / Computer Science / AI & Machine Learning / Machine Theory

Machine Learning for Computer and Cyber Security: Principle, Algorithms, and Practices (Cyber Ecosystem and Security)

by CRC Press

ISBN: 9781138587304 / 1138587303

Loading offers...

Buy on Amazon
Product Description

While Computer Security is a broader term which incorporates technologies, protocols, standards and policies to ensure the security of the computing systems including the computer hardware, software and the information stored in it, Cyber Security is a specific, growing field to protect computer networks (offline and online) from unauthorized access, botnets, phishing scams, etc. Machine learning is a branch of Computer Science which enables computing machines to adopt new behaviors on the basis of observable and verifiable data and information. It can be applied to ensure the security of the computers and the information by detecting anomalies using data mining and other such techniques.

This book will be an invaluable resource to understand the importance of machine learning and data mining in establishing computer and cyber security. It emphasizes important security aspects associated with computer and cyber security along with the analysis of machine learning and data mining based solutions. The book also highlights the future research domains in which these solutions can be applied. Furthermore, it caters to the needs of IT professionals, researchers, faculty members, scientists, graduate students, research scholars and software developers who seek to carry out research and develop combating solutions in the area of cyber security using machine learning based approaches. It is an extensive source of information for the readers belonging to the field of Computer Science and Engineering, and Cyber Security professionals.

Key Features:

  • This book contains examples and illustrations to demonstrate the principles, algorithms, challenges and applications of machine learning and data mining for computer and cyber security.
  • It showcases important security aspects and current trends in the field.
  • It provides an insight of the future research directions in the field.
  • Contents of this book help to prepare the students for exercising better defense in terms of understanding the motivation of the attackers and how to deal with and mitigate the situation using machine learning based approaches in better manner.

ISBN 13 978-11-38587-30-4
ISBN 10 1-138-58730-3
ASIN 1138587303
  • 9781138587304
Amazon Sales Rank 3,398,986
Released 02/13/2019
Main Category Hardcover
Group Book
Publisher CRC Press
Studio CRC Press
Brand CRC Press
Manufacturer CRC Press
Count Per Package 1
Dimensions 6.4 x 0.9 x 9.2 inches. 1.73 pounds
Package Dimensions 9.41 x 6.3 x 0.87 inches. 1.63 pounds
Editor(s) Brij B. Gupta
Quan Z. Sheng
Language(s) English (Published)
English (Original Language)
English (Unknown)
Adult Product? No


Loading reviews...

Best Sellers



Compare Prices on Machine Theory Compare Product Reviews on Machine Theory Machine Theory Price Comparison Machine Theory Product Reviews Database Storage & Design Price Comparison Database Storage & Design Product Reviews Compare Product Reviews on Database Storage & DesignCompare Prices on Database Storage & Design Compare Prices on Data Mining Data Mining Product Reviews Data Mining Price Comparison Compare Product Reviews on Data Mining Compare Prices on Hacking Hacking Product Reviews Compare Product Reviews on Hacking Hacking Price Comparison Compare Prices on Arithmetic Arithmetic Price Comparison Compare Product Reviews on Arithmetic Arithmetic Product Reviews Biological Sciences Product Reviews Compare Product Reviews on Biological Sciences Biological Sciences Price ComparisonCompare Prices on Biological Sciences Mathematics Product ReviewsCompare Prices on Mathematics Compare Product Reviews on Mathematics Mathematics Price Comparison