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:
Apr. 28, 2026

Filed:

Apr. 20, 2023
Applicant:

Capital One Services, Llc, McLean, VA (US);

Inventors:

Pei-Wen Chu, Germantown, MD (US);

Daniel W. File, Baltimore, MD (US);

Hao Liu, Oakton, VA (US);

Stephen Shiao, Fairfax, VA (US);

Assignee:

Capital One Services, LLC, McLean, VA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06N 3/04 (2023.01); H04L 9/40 (2022.01);
U.S. Cl.
CPC ...
H04L 63/1466 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); H04L 63/1416 (2013.01);
Abstract

Aspects described herein may allow keystroke logs to be monitored. A computing device may receive a plurality of keystroke logs and provide, to a machine learning model, the plurality of keystroke logs. The computing device may receive, as output from the machine learning model, a value representing a likelihood that a first keystroke log comprises a first command to change a computing system. The computing device may retrieve, from a database, one or more change orders, each indicating an authorization to change the computing system. The computing device may send, to a second computing device and based on determining that the first command does not match the one or more change orders, an alert indicating the first keystroke log. In this way, unauthorized change to the computing system may be detected.


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