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The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Patent No.:

US 11238349 B1

PDFFull Text
Date of Patent:
Feb. 01, 2022

Filed:

Jun. 16, 2020

Conditional behavioural biometrics

Applicant:

Biocatch Ltd., Tel Aviv, IL;

Inventors:

Alesis Novik, London, GB;

Andrius Sutas, London, GB;

Assignee:

BIOCATCH LTD., Tel Aviv, IL;

Attorney:

Eitan Mehulal Sadot

Primary Examiner:

Jeffrey C Pwu

Assistant Examiner:

Thong P Truong

Int. Cl.
CPC ...
G06F 21/00 (2013.01); G06N 3/12 (2006.01); G06F 21/32 (2013.01); G06K 9/62 (2006.01); G06F 21/31 (2013.01); G06K 9/00 (2006.01);
U.S. Cl.
CPC ...
G06N 3/126 (2013.01); G06F 21/316 (2013.01); G06F 21/32 (2013.01); G06K 9/00892 (2013.01); G06K 9/6218 (2013.01); G06K 9/6282 (2013.01); G06K 9/6293 (2013.01);
Abstract

The present invention relates to an improved method of providing identification of a user or authentication of a user's identity. More particularly, the present invention relates to an improved method of providing identification of a user or authentication of a user's identity using conditional behavioural biometrics. The present invention seeks to provide an enhanced method of authenticating and/or identifying a user identity using conditional behavioural biometrics. According to a first aspect of the present invention, there is provided a method of generating a user profile for use in identifying and/or authenticating a user on a device, the device equipped with one or more sensors, the method comprising: generating a set of data points from sensory data collected by the one or more sensors; clustering the set of data points to produce a set of data clusters; developing a first classifier for the data clusters, the first classifier being operable to assign a further data point derived from a further user interaction with the computing device to one of the data clusters; and developing one or more further classifiers for at least one of the data clusters, the further classifier operable to identify and/or authenticate a user identity based on the further data point.

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