The popularity of mobile system has attracted malware developers. To ensure the security of users' privacy and property, there has been numerous solutions targeting current security issues of mobile system. In this paper, it introduces the prevalent mobile operating systems and the mobile application security analysis methodologies. In addition, it makes analysis and discussion. At last, it proposes the prospects of possible directions of mobile application analysis approaches and endswith a conclusion.