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.
AI classification
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.