Android malicious software efficient detection method and system based on runtime data analysis, and medium
A malware and data analysis technology, applied in the field of software and information security, can solve problems such as long training time, and achieve the effect of improving accuracy, reducing training time, and strengthening relevance
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[0038] Such as figure 1 and figure 2 As shown, the implementation steps of the Android malware efficient detection method based on runtime data analysis in this embodiment include:
[0039] 1) Obtain the package name and startup page name (Activity) of APP (Android software);
[0040] 2) After running the APP based on the package name and startup page name, use the operation simulation tool to simulate the human behavior on the APP, track and record and generate the running data of the APP. The running data of the APP includes the calling of the APP to the API and the calling of the API to the API Information;
[0041] 3) Extract the operating data of the APP through the heterogeneous information network HIN to obtain the structured data of the operating data of the APP, and use the structured data of the operating data of the APP to form a kernel matrix in the form of meta paths; the heterogeneous information network HIN Including two types of nodes and two types of edges, ...
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