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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(lǐng)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

Processing Sensor Data

FIG. 4 illustrates how sensor data is processed by the authentication system in accordance with the disclosed embodiments. As illustrated in FIG. 4, the authentication system provides a query component 314 for its clients, such as authentication agent 304 and other clients 442, to query for purposes of verifying identity. Authentication agent 304 and other clients 442 can access query component 314 to verify a user's identity for a number of reasons, including logging on, checking out, and performing other secure actions.

During operation of the system illustrated in FIG. 4, sensors 401-403 collect raw sensor data 411-413 associated with a user's behavior, actions, and/or environment. Then, processors 421-422 perform signal-processing operations and other techniques on raw sensor data 411-413 to extract feature vectors. Note that processors 421-422 can be incorporated into a sensor, or can reside on a local device near the sensor, or on an entirely separate device.

權(quán)利要求

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