BIOMETRICS BASED METHODS AND SYSTEMS FOR USER AUTHENTICATION

Patent №

US 8,942,431

Granted

2015-01-27

Filed 2012

Owner

NEUROLOGIX SECURITY INC.

Lab

AI components

1

ml

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13531550

Disclosed are computer-implemented methods and systems for authentication of users through capturing and analyzing biometrics data such as keystroke dynamics. Once the keystroke dynamics is acquired, a corresponding feature vector related is calculated by calculating multiple sub-feature values using various algorithms such as normalization, relations between keystroke dynamics events, relations of sums of various sub-feature values, and so forth. The feature vector is then selectively compared to a group of reference feature vectors associated with the user. If it is determined that the newly obtained feature vector is similar to the selected group reference feature vectors, the user is authenticated. The process of determining similarity involves decomposition of feature vectors and reference feature vectors onto multiple sub-vectors and calculation similarity therebetween.

Machine learningG06V 40/10G06F 21/32G06V 40/20

AI classification

Machine learning0.89
AI hardware0.27
Natural language0.10
Vision0.04
Knowledge representation0.01
Planning0.00
Speech0.00
Evolutionary computation0.00

Ownership

NEUROLOGIX SECURITY INC.

assignment · 284360731

Assignors

FORERO, JAMES, DZIUBA, DMITRY ALEXANDROVICH

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

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