Integrated Data Mining Approach for Security Alert System

Provided by: Creative Commons
Topic: Big Data
Format: PDF
The need for automatic detection of deceptive E-mails is increasing due to the rapid usage of E-mail communication in the Internet world. The proposed \"Security alert system\" provides a way to identify the future terrorist events and criminal activities. It detects the suspicious E-mails indicating future attacks by applying the integrated data mining technique called \"Classification based on Predictive Association Rules (CPAR)\". CPAR generates a smaller set of high-quality predictive rules from which best k rules of each class are used to predict the class label of unknown class.

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