Research on the Technology of Massive Android Application Data Processing.
2016 4th International Conference on Cloud Computing and Intelligence Systems (CCIS)(2016)
摘要
With the explosive growth of mobile application, more and more threats migrate from traditional PC platform to mobile device. Mobile Internet platform, especially Android platform, is becoming a hotbed of malicious application. The security monitoring of massive applications in application stores is a focus in the field of information security. The study of related topics of security detection and defense of malicious application is badly needed. This paper puts forward a processing method of massive data based on security detection of Android application which intends to improve the efficiency of security detection engine in the face of a large number of concurrent detection task. By parallel extracting characteristic properties of APKs and building local signature database, the detection process can be simplified so as to achieve a good treatment effect.
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关键词
Android platform,mobile malware detection,APK feature extraction,massive data processing
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