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Mobile Phone Viruses Detection Based on HMM

By: Qunfang Zhang; Nannan Chen; Zhongyuan Qin; Yuxing Di;

2011 / IEEE / 978-1-4577-1795-6


This item was taken from the IEEE Conference ' Mobile Phone Viruses Detection Based on HMM ' The rapid development of smart phone prospered mobile phone viruses. It is of great importance to prevent the breaking out of mobile viruses. The features and principle of mobile phone virus are introduced in this paper, together with the attack mode. In this paper the current detection methods are reviewed, especially those based on behavior detection, the pros and cons are also concluded. Finally, we proposed a mobile phone viruses defense technique based on HMM, and the further research directions are discussed.