DETERMINING DEVICE IDENTITY USING A BEHAVIORAL FINGERPRINT

Patent №

US 8,555,077

Granted

2013-10-08

Filed 2011

Owner

ELWHA LLC, A LIMITED LIABILITY COMPANY OF THE STATE OF DELAWARE

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13373685

Behavioral fingerprints hold gathered data related to users' interactions with a device or devices, inter alia. Behavioral fingerprints may be used to at least partially determine a level of accessibility of the device or of an aspect of the device for the user; provide a current status of a network-accessible user associated with the device; activate or deactivate functions, programs or features of the device; generate alerts regarding the user's interaction with the device; assist in identifying a current device as a device being currently used by a network-accessible user, etc. Behavioral fingerprints may include statistical calculations on social network collected data, user input, sensor-provided data as provided by GPS, accelerometers, microphones, cameras, timers, touch-panels, or other indication or combination of the foregoing, whether originating from the device or the network. Anomalous activity associated with the device may be detected without user intervention at least in part with behavioral fingerprints.

AI classification

Machine learning1.00
Knowledge representation0.80
Planning0.75
AI hardware0.74
Speech0.41
Evolutionary computation0.03
Natural language0.02
Vision0.01

Ownership

ELWHA LLC, A LIMITED LIABILITY COMPANY OF THE STATE OF DELAWARE

assignment · 291140934

Assignors

DAVIS, MARC E., DYOR, MATTHEW G., GERRITY, DANIEL A., HUANG, XUEDONG, HYDE, RODERICK A., LEVIEN, ROYCE A., LORD, RICHARD T., LORD, ROBERT W., MALAMUD, MARK A., MYHRVOLD, NATHAN P., TEGREENE, CLARENCE T.

On an employer assignment, the assignors are typically the inventors.

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