Android malicious software detection method and device based on capsule network
A malware and detection method technology, applied in the field of network security, can solve problems such as inability to apply smart mobile device terminals, complex detection model design, software signature library cannot detect unknown malware, etc., achieve good detection results and facilitate classification detection Effect
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[0028] In order to make the objectives, technical solutions and advantages of the present invention clearer and more comprehensible, the present invention will be described in further detail below with reference to the accompanying drawings and technical solutions.
[0029] At present, there are many problems in the field of malware detection. The detection rate of traditional static detection algorithms in the face of code obfuscation, packing, signature and other camouflage technologies is significantly reduced; detection methods based on dynamic behavior monitoring occupy a lot of system resources and cannot be applied to Android smart mobile Terminal; the feature extraction and screening of malware in the early stage of the machine learning algorithm is too complicated, and the cross-platform detection model is less versatile. In view of this, in the embodiment of the present invention, refer to figure 1 As shown, a capsule network-based Android malware detection method is...
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