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:
Sep. 16, 2025

Filed:

Nov. 10, 2023
Applicant:

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

Inventors:

Tyler Maiman, Melville, NY (US);

Erik Neighbour, Arlington, VA (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 9/32 (2006.01); G06F 21/36 (2013.01); G06N 3/047 (2023.01); G06T 11/00 (2006.01); H04L 9/40 (2022.01); G06N 7/01 (2023.01);
U.S. Cl.
CPC ...
H04L 9/3213 (2013.01); G06F 21/36 (2013.01); G06N 3/047 (2023.01); G06T 11/00 (2013.01); H04L 63/0807 (2013.01); G06N 7/01 (2023.01);
Abstract

Methods and systems are described herein for facilitating token use authentication using stochastic-model-derived images. The system may detect an authentication request to authenticate use of an access token and retrieve operation data associated with the access token. The system may determine, based on the operation data, source data associated with a source of a network operation and alternative source data associated with an alternative source. The system may provide, to a stochastic machine learning model, the source data to obtain a first image for the network operation and the alternative source data to obtain a second image for the network operation. The system may then generate, for display, the first image and the second image and may receive a selection of the first image. Based on the selection of the first image, the system may grant the authentication request.


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