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SEMANTICS-AWARE ANDROID MALWARE CLASSIFICATION

  • US 20160057159A1
  • Filed: 08/24/2015
  • Published: 02/25/2016
  • Est. Priority Date: 08/22/2014
  • Status: Abandoned Application
First Claim
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1. A malware detection system, comprising:

  • a detection server interconnected to an application market for receiving an unknown application and to a database containing a plurality of behavior graphs associated with known malware and known benign ware, wherein the detection server includes;

    a first module programmed to receive a unknown application and to generate a behavior graph of the unknown application using static analysis;

    a second module programmed to perform a similarity query between the behavior graph of the unknown application and the plurality of behavior graphs in the database; and

    a third module programmed to determine whether the unknown application is malware based on the results of the similarity query.

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