Invention Grant
- Patent Title: Mobile behaviometrics verification models used in cross devices
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Application No.: US16253251Application Date: 2019-01-22
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Publication No.: US11620375B2Publication Date: 2023-04-04
- Inventor: Itay Hazan
- Applicant: International Business Machines Corporation
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agent Roy S. Melzer
- Main IPC: G06F3/041
- IPC: G06F3/041 ; G06N3/02 ; G06F21/45 ; G06F3/0481 ; G06F3/04883 ; G06N20/00 ; G06F21/34 ; G06F9/445 ; G06F21/31

Abstract:
A method for calibrating user behavior based models, in order to enable user validation across different devices (i.e. known and unknown devices), comprising: receiving device usage data generated by monitoring user-device interactions on one or more user devices; employing a user behavior model based on the device usage data and a plurality of values of technical parameters of the one or more devices; receiving a plurality of values of technical parameters of an additional device; receiving device usage data by monitoring user-device interactions on the additional device; and analyzing the device usage data of the additional device by employing the user behavior model to validate an action held using the additional device.
Public/Granted literature
- US20200233952A1 MOBILE BEHAVIOMETRICS VERIFICATION MODELS USED IN CROSS DEVICES Public/Granted day:2020-07-23
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