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COLD START MECHANISM TO PREVENT COMPROMISE OF AUTOMATIC ANOMALY DETECTION SYSTEMS

  • US 20170104773A1
  • Filed: 10/08/2015
  • Published: 04/13/2017
  • Est. Priority Date: 10/08/2015
  • Status: Active Grant
First Claim
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1. A method, comprising:

  • analyzing, by a device in a network, data indicative of a behavior of the network using a supervised anomaly detection model;

    determining, by the device, whether the supervised anomaly detection model detected an anomaly in the network from the analyzed data; and

    training, by the device, an unsupervised anomaly detection model, based on a determination that no anomalies were detected by the supervised anomaly detection model.

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