Fundamentals of the theory and practice of intelligent data analysis in the field of cyber security

Основи теорії і практики інтелектуального аналізу даних у сфері кібербезпеки: навчальний посібник / Д.В. Ланде, І.Ю. Субач, Ю.Є. Бояринова -К.: ІСЗЗІ КПІ ім. Ігоря Сікрорського, 2018. – 300 с. ISBN 978-966-2577-12-9

The textbook examines the basic issues of the theory and practice of intelligent data analysis: algorithms, models, tasks of classification, cluster analysis, search, deep data analysis (Data Mining), the theory of complex networks (Complex Networks), and also provides information necessary for mathematical and computer modeling and analysis of complex systems and networks in the field of cyber security.

Intelligent data analysis is a complex scientific direction that is at the intersection of such sciences as discrete mathematics, the theory of artificial intelligence, computer linguistics, graph theory, algorithm theory, etc. Therefore, for its successful implementation, you need basic information from all these areas, which are partially outlined in this tutorial.

The publication is intended for students, cadets and postgraduates of institutions of higher education, who study in the specialty 122 Computer science, as well as researchers and scientific employees working in the field of cyber security.