Data Science in Cybersecurity and Cyberthreat Intelligence by Leslie F. Sikos & Kim-Kwang Raymond Choo

Author:Leslie F. Sikos & Kim-Kwang Raymond Choo
Language: eng
Format: epub
ISBN: 9783030387884
Publisher: Springer International Publishing

2.the implementation of the proposed approach was realized, and experiments were conducted on various datasets confirming the effectiveness of the approach.

The chapter has the following structure. Section 4.2 provides an analysis of related work. Section 4.3 outlines the general approach based on machine learning methods for detecting cyberattacks and abnormal cyber-activity. Section 4.4 presents the used datasets, the proposed architectures of intrusion detection systems, their implementation, and the results of the experimental assessment of these systems. Section 4.5 describes the main findings and directions for future research.

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