Chapters 2 through 4 have discussed concepts in data security and privacy, data mining, and data mining for cyber security. These three supporting technologies are part of the foundational technologies for the concepts discussed in this book. For example, Section II describes stream data analytics for large datasets. In particular, we discuss an innovative technique called “novel class detection” where we integrate data mining with stream data management technologies. Section III describes our approach to applying the techniques for stream mining discussing Section II for insider threat detection. We utilize the cloud platform for managing and analyzing large datasets. We will ...
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