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:
Dec. 12, 2023

Filed:

Aug. 23, 2021
Applicant:

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

Inventors:

Abdelkader Benkreira, Washington, DC (US);

Tyler Maiman, Melville, NY (US);

Brendan Way, Brooklyn, NY (US);

Assignee:

CAPITAL ONE SERVICES, LLC, McLean, VA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 20/40 (2012.01); G06Q 20/38 (2012.01); G06N 20/00 (2019.01); G06F 18/214 (2023.01); H04L 9/40 (2022.01);
U.S. Cl.
CPC ...
G06Q 20/4016 (2013.01); G06F 18/214 (2023.01); G06N 20/00 (2019.01); G06Q 20/389 (2013.01);
Abstract

Systems and methods for fraud monitoring are disclosed, including: receiving a transaction request associated with a first instrument of a user; extracting, characteristics of the transaction request; identifying, by the first processor, user data based on the transaction request; determining a fraud severity value and notification value based on inputting the characteristics and user data into a fraud machine learning model; performing a first fraud action based on the fraud severity value; wherein the first fraud action is at least one selected from the group of locking the first instrument for a period of time, deactivating the first instrument, and electronically transmitting a first query message to a user device associated with the first instrument; and transmitting a fraud notification based on the notification value, wherein the fraud notification includes severity information associated with the fraud severity value.


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