KEYBOARD AND MOUSE BASED BEHAVIORAL BIOMETRICS TO ENHANCE PASSWORD-BASED LOGIN AUTHENTICATION USING MACHINE LEARNING MODEL

Patent №

US 11,537,693

Granted

2022-12-27

Filed 2020

Owner

CYXTERA CYBERSECURITY, INC.

Lab

AI components

3

ml · speech · kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16798084

In one approach, a method includes: receiving a login event input from a user, the login event input being associated with a session of the user logging into an account; accessing a machine learning model; and authenticating, with the machine learning model, the user for the account, based at least in part on the login event input. In examples, the login event input comprises one or more items of biometric data associated with the user, an item of the one or more items of biometric data associated being generated by interaction of the user with an input device for logging into the account, and the interaction communicating a login credential of the user. In examples, an item of the one or more items of biometric data associated with the user is keyboard event-related biometric data, or mouse event-related biometric data.

Machine learningSpeechKnowledge representationG06F 21/316G06N 3/09G06N 5/01G06N 20/20G06N 3/08G06N 20/10

AI classification

Machine learning1.00
Speech0.94
Knowledge representation0.56
Vision0.12
Natural language0.03
Planning0.01
AI hardware0.01
Evolutionary computation0.00

Ownership

CYXTERA CYBERSECURITY, INC.

assignment · 530030569

Assignors

SOLANO, JESUS, TENGANA, LIZZY, CASTELBLANCO, ALEJANDRA, RIVERA, ESTEBAN, LOPEZ, CHRISTIAN, OCHOA, MARTIN

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

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