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. 09, 2025

Filed:

Nov. 06, 2020
Applicant:

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

Inventors:

Galen Rafferty, Mahomet, IL (US);

Austin Walters, Savoy, IL (US);

Jeremy Goodsitt, Champaign, IL (US);

Anh Truong, Champaign, IL (US);

Vincent Pham, Champaign, IL (US);

Reza Farivar, Champaign, IL (US);

Mark Watson, Urbana, IL (US);

Assignee:

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

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 20/40 (2012.01); G06F 8/65 (2018.01); G06F 21/57 (2013.01); G06N 3/08 (2023.01); G06Q 10/0635 (2023.01);
U.S. Cl.
CPC ...
G06Q 20/4016 (2013.01); G06F 8/65 (2013.01); G06F 21/572 (2013.01); G06F 21/577 (2013.01); G06N 3/08 (2013.01); G06Q 10/0635 (2013.01); G06F 2221/033 (2013.01);
Abstract

Disclosed herein are system, method, and computer program product embodiments for process corruption prevention. An embodiment operates by determining security vulnerabilities for an entity and correlation values for the security vulnerabilities by applying completed processed records of the entity to a machine learning model. Each of the correlation values quantifies a relationship strength between a security vulnerability and fraudulent activity. The embodiment further operates by generating a security vulnerability score for the entity using the correlation values and identifying one or more patches for at least one of the security vulnerabilities. The one or more patches may be ranked and the ranking may be revised using a feedback mechanism after the one or more patches are implemented by the entity.


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