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Android, Google open source operating system for mobile devices, has been rapidly grown. Android applications (apps) are uploaded to not only official market, play store, but also other alternative markets. These markets have no inspection system for detecting malicious apps. So, malicious apps can be easily uploaded on the market. Many studies have presented to detect malicious apps for the secure Android mobile environment. But without user participation, it is difficult to detect all ofdoi:10.7763/ijcce.2013.v2.197 fatcat:wfs42d7h4zayrobnpbjef5eg3a