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COLLABORATIVE LEARNING FOR EFFICIENT BEHAVIORAL ANALYSIS IN NETWORKED MOBILE DEVICE

  • US 20130303159A1
  • Filed: 03/14/2013
  • Published: 11/14/2013
  • Est. Priority Date: 05/14/2012
  • Status: Active Grant
First Claim
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1. A method of classifying mobile device behaviors of a mobile device, comprising:

  • monitoring mobile device behaviors in a first mobile device to generate a behavior vector;

    applying the behavior vector to a first classifier model in the first mobile device to obtain a first determination of whether a mobile device behavior is benign or not benign;

    sending the behavior vector to a second mobile device, the second mobile device applying the behavior vector to a second classifier model to obtain a second determination of whether the mobile device behavior is benign or not benign and sending the second determination to the first mobile device;

    collating the first determination and the second determination in the first mobile device to generate collated results; and

    determining whether the mobile device behavior is benign or not benign based on the collated results.

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