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Dynamic detection of unauthorized activity in multi-channel system

  • US 10,397,252 B2
  • Filed: 10/13/2017
  • Issued: 08/27/2019
  • Est. Priority Date: 10/13/2017
  • Status: Active Grant
First Claim
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1. A dynamic unauthorized activity detection computing platform, comprising:

  • at least one processor;

    a communication interface communicatively coupled to the at least one processor; and

    memory storing computer-readable instructions that, when executed by the at least one processor, cause the dynamic unauthorized activity detection computing platform to;

    receive first data from a first communication channel;

    format the first data received from the first communication channel;

    analyze the formatted first data received from the first communication channel to identify a first occurrence of triggering content;

    receive second data from a second communication channel different from the first communication channel;

    format the second data received from the second communication channel;

    analyze the formatted second data received from the second communication channel to identify a second occurrence of triggering content;

    evaluate, based on one or more machine learning datasets, the first occurrence of triggering content and the second occurrence of triggering content to determine whether triggering content of the first occurrence, in combination with triggering content of the second occurrence, indicates unauthorized activity;

    responsive to determining that the triggering content of the first occurrence in combination with the triggering content of the second occurrence indicates unauthorized activity, modifying operation of at least one of the first communication channel and the second communication channel; and

    responsive to determining that the triggering content of the first occurrence in combination with the triggering content of the second occurrence does not indicate unauthorized activity, receive subsequent data from at least one of the first communication channel and the second communication channel.

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