Journal of Jilin University Science Edition ›› 2023, Vol. 61 ›› Issue (6): 1395-1400.
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HE Kaiqi
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Abstract: Aiming at the problem of privacy information security in mobile applications, the author proposed a security analysis method for mobile application based on user interface (UI) content. Firstly, this method got the functions of mobile applications by mining the information of UI products, and determined sensitive permissions that the application actually used by analyzing the code. Secondly, the applications with similar functions were clustered together by using Mean shift algorithm. Finally, based on principle that products with similar functions should use similar sensitive permissions, the anomaly detection algorithm iForest was used to determine whether the product was at risk of use. Experimental results show that this method can effectively analyze the security of mobile applications.
Key words: mobile application, safety, sensitive permission, user interface mining, anomaly detection
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HE Kaiqi. Product Security Analysis Based on Mobile Application UI and Permissions[J].Journal of Jilin University Science Edition, 2023, 61(6): 1395-1400.
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http://xuebao.jlu.edu.cn/lxb/EN/Y2023/V61/I6/1395
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