Mobile application classification method based on dynamic and static combination multi-dimensional APK features

The invention relates to the technical field of APP classification analysis, and discloses a mobile application classification method based on dynamic and static combination multi-dimensional APK features, which comprises the following steps: firstly, constructing APP features, collecting APP inform...

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Hauptverfasser: ZHANG LUCHEN, ZHANG XUCHUAN, LI YANYU, ZENG XUANWEI, JIA YUNGANG, SHI LEI, CHEN XINXING, LYU DONG, XU DANDAN, WAN ZILONG, DUAN RONGCHANG, JING YAQI, CHEN ZIXUAN, DUAN DONGSHENG
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention relates to the technical field of APP classification analysis, and discloses a mobile application classification method based on dynamic and static combination multi-dimensional APK features, which comprises the following steps: firstly, constructing APP features, collecting APP information based on a mainstream mobile phone application store, an internet small-size distribution platform and an APP propagation page, and specifically, through functions provided by the APP or information contents presented by the APP, carrying out dynamic and static combination multi-dimensional APK features; the service classification of the APP is identified, information of communication classes is collected, and an initial test data set is formed; analysis is carried out based on the APP source code, and static source code features, dynamic traffic and page feature data, specifically including name, traffic and content information, of the APP are obtained; and establishing a rule matching model and a matching m