Big Data Analytics with Applications in Insider Threat Detection

Part III

Stream Data Analytics for Insider Threat Detection

Introduction to Part III

Part III, consisting of nine chapters, describes big data analytics techniques for insider threat detection. In particular, both supervised and unsupervised learning methods for insider threat detection are discussed.

Chapter 14 provides a discussion of the problem addressed and the solutions provided by big data analysis. In particular, stream data mining that addresses the big data issues for insider threat detection is discussed. Chapter 15 describes related work. Both insider threat detection and stream mining aspects are discussed. In addition, issues on handling big data techniques are also discussed. Chapter 16 describes ensemble-based classification ...