ABSTRACT

With the rapid advancement of information discovery techniques, machine learning and data mining continue to play a significant role in cybersecurity. Although several conferences, workshops, and journals focus on the fragmented research topics in this area, there has been no single interdisciplinary resource on past and current works and possible

chapter 1|22 pages

Introduction

chapter 4|30 pages

Machine Learning for Anomaly Detection

chapter 5|24 pages

Machine Learning for Hybrid Detection

chapter 6|20 pages

Machine Learning for Scan Detection

chapter 8|30 pages

Privacy-Preserving Data Mining

chapter 9|18 pages

Emerging Challenges in Cybersecurity