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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

A challenge can involve asking the user about a knowledge-based factor, such as asking the user to: provide a password or PIN; answer a security question; identify friends in photos; answer a question about where the user was at a particular time/date, or who was with the user, optionally with photos. A knowledge-based factor can also involve asking a user: if they took a particular photo; about credit card charges or payment activity; about emails, text messages, or other communications; about information from their social media profiles or their résumé; to identify an item in a picture; or about the user's habits, behavior, or history. Responding to a challenge can also involve using biometrics to provide authentication, which may involve obtaining: a fingerprint or other biometric reading; facial recognition; an image of the user or user's surroundings taken by a device's camera; and a voiceprint.

Responding to a challenge can also involve using additional factors to authenticate, including: a text message/email/voice call; a challenge/response to a phone app; a photo ID (holding the user's license in front of a camera); a USB unlock key; a YubiKey; a U2F key; another device with a unique ID; a one-time-use unlock code; or an NFC “bump” between a wearable device and a mobile device.

The user can also use unique behaviors to authenticate, including: signing the user's name; saying a phrase; drawing a pattern; performing a personalized motion in front of a motion-capture device; and singing or whistling.

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