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.

Date of Patent:
Feb. 10, 2026

Filed:

Jun. 05, 2023
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Paul Llamas Virgen, Guadalajara, MX;

Jonathan Orozco Cervantes, Guadalajara, MX;

Andres Alejandre Jimenez, Guadalajara, MX;

Alan Verdugo Muñoz, Guadalajara, MX;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01); G06F 21/31 (2013.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04L 63/102 (2013.01); G06F 21/316 (2013.01); H04L 63/1425 (2013.01); G06F 2221/2133 (2013.01); G06N 20/00 (2019.01); H04L 63/101 (2013.01);
Abstract

A computer system includes: a processor; a memory in communication with the processor; multiple user input devices; and a security tool to capture data defining usage patterns of an authorized user operating the multiple user input devices to prepare an authorized user profile and to implement security measures when usage patterns of a current user differ from the usage patterns of the authorized user from the profile. The security tool calls a Machine Learning Model (MLM) that is trained on the usage patterns of the authorized user from the profile, the MLM predicting for the security tool whether usage patterns of the current user indicate that the current user is not the authorized user based on the training of the MLM.


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