I. Introduction
According to data released by GData, the number of malware continues to increase. In the second half of 2014 there were 4,150,068 new types of malware. This number increased by almost 2.3 times from the first semester of the same year which amounted to 1,848,617 types of malware. So that overall the recorded malware in 2014 was 5,998,685. based on the category, the highest number of malware is in Trojan Horse malware while in Adware malware is the most significantly increased malware [1].