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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 one or more sensors include one or more of the following: an accelerometer; a touchscreen; a gyroscope; an inertial sensor; an ambient light sensor; an image sensor; a camera; an odor sensor; a temperature sensor; a barometric-pressure sensor; a cellular radio signal strength sensor; a Bluetooth radio signal strength sensor; a near-field communication (NFC) sensor; a network-proximity sensor; an infrared sensor; a magnetometer; a battery sensor; a force-touch measurement sensor; a multi-touch measurement sensor; a sensor in a mouse; a sensor in a trackpad; and a keyboard-timing sensor.

BRIEF DESCRIPTION OF THE FIGURES

FIG. 1 illustrates various computing devices and sensors in the vicinity of a user in accordance with the disclosed embodiments.

FIG. 2 illustrates an authentication process in accordance with the disclosed embodiments.

FIG. 3 illustrates how authentication agents interact with the authentication system in accordance with the disclosed embodiments.

FIG. 4 illustrates how data is processed by the authentication system in accordance with the disclosed embodiments.

FIG. 5 presents a flow chart illustrating operations involved in the authentication process in accordance with the disclosed embodiments.

FIG. 6 presents a flow chart illustrating operations a client performs during the authentication process in accordance with the disclosed embodiments.

權利要求

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