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Opportunistically collecting sensor data from a mobile device to facilitate user identification

專利號
US10867025B2
公開日期
2020-12-15
申請人
UnifyID(US CA San Francisco)
發(fā)明人
John C. Whaley
IPC分類
G06F21/31; G06F21/35; H04L29/06; H04W4/38; G06F21/32; H04W12/06; G06K9/00; G06N20/00; H04W12/00
技術(shù)領域
sensor,data,user,or,device,in,collection,beacon,can,trigger
地域: CA CA San Francisco

摘要

The inventors recently developed a system that authenticates and/or identifies a user of an electronic device based on passive factors, which do not require conscious user actions. During operation of the system, in response to a trigger event, the system collects sensor data from one or more sensors in the electronic device, wherein the sensor data includes movement-related sensor data caused by movement of the portable electronic device while the portable electronic device is in control of the user. Next, the system extracts a feature vector from the sensor data, and analyzes the feature vector to authenticate and/or identify the user. During this process, the feature vector is analyzed using a model trained with sensor data previously obtained from the portable electronic device while the user was in control of the portable electronic device.

說明書

In some embodiments, the trigger event comprises a notification received by the portable electronic device from a wireless beacon.

In some embodiments, the trigger event comprises a periodic notification, which is sent at a predefined interval.

In some embodiments, the trigger event comprises an adaptive notification, which is sent at a variable interval determined based on feedback generated by a learner, which processes the collected sensor data. This feedback can relate to one or more of the following: a change in confidence level for the identity of the user; a battery level for the portable electronic device; a usage pattern for the portable electronic device; and a received notification associated with the portable electronic device.

In some embodiments, the trigger event comprises a detected activity of the user determined from the collected sensor data.

In some embodiments, the trigger event comprises a notification that the portable electronic device has entered or exited a predefined region associated with a geofence.

In some embodiments, the trigger event comprises one or more of the following: a change in lighting; a change in sound; a change in magnetic field; a detected keyword; a detected near-field communication (NFC) signal; a received message notification; a received telephone call; a user-interaction event associated with the portable electronic device; an interaction event between the portable electronic device and an external device/sensor; a screen-on event; a screen-off event; a device-unlock event; a device-unlock failure; an application-opening event; a switching-to-an-application event; a switching-cell-towers event; an install-application event; an uninstall-application event; a change in a device setting; a screen brightness adjustment; and a photograph-taking event.

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