Fraud detection in voice biometric systems through voice print clustering

    公开(公告)号:US11960584B2

    公开(公告)日:2024-04-16

    申请号:US17464817

    申请日:2021-09-02

    Applicant: NICE LTD.

    CPC classification number: G06F21/32 G10L17/12 G10L25/51

    Abstract: A system is provided for fraud prevention upscaling with a fraudster voice print watchlist. The system includes a processor and a computer readable medium operably coupled thereto, to perform fraud prevention operations which include receiving a first voice print of a user during a voice authentication request, accessing the fraudster voice print watchlist comprising voice print representatives for a plurality of voice print clusters each having one or more of a plurality of voice prints identified as fraudulent for a voice biometric system, determining that one or more of the voice print representatives in the fraudster voice print watchlist meets or exceeds a first biometric threshold for risk detection of the first voice print during the fraud prevention operations, and determining whether the first voice print matches a first one of the plurality of voice print clusters.

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