Secure data science, which integrates cyber security and data science, is becoming one of the critical areas in both cyber security and data science. This is because the novel data science techniques being developed have applications in solving such cyber security problems as intrusion detection, malware analysis, and insider threat detection. However, the data science techniques being applied …
Table of contents: ch. 1 Introduction 1.1.Trends 1.2.Data Mining and Security Technologies 1.3.Data Mining for Email Worm Detection 1.4.Data Mining for Malicious Code Detection 1.5.Data Mining for Detecting Remote Exploits 1.6.Data Mining for Botnet Detection 1.7.Stream Data Mining 1.8.Emerging Data Mining Tools for Cyber Security Applications 1.9.Organization of This Book 1.10.Nex…