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:
Mar. 23, 2021

Filed:

May. 30, 2019
Applicant:

American Express Travel Related Services Company, Inc., New York, NY (US);

Inventors:

Kamal Gupta, Bengaluru, IN;

Vidit Jain, Bengalore, IN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 40/00 (2012.01); G06N 3/08 (2006.01); G06Q 30/02 (2012.01);
U.S. Cl.
CPC ...
G06Q 40/12 (2013.12); G06N 3/08 (2013.01); G06N 3/084 (2013.01);
Abstract

The systems and methods herein may include receiving a plurality of transactions for a plurality of consumers, wherein each respective transaction of the plurality of transactions is between a consumer of the plurality of consumers and a merchant of a plurality of merchants; automatically inputting the plurality of transactions into a neural network; automatically analyzing the plurality of transactions over a plurality of iterations, wherein an iteration of the plurality of iterations comprises cycling through a consumer transaction history associated with the consumer, wherein the consumer transaction history has a consumer transaction sequence associated with the consumer; and automatically updating over the plurality of iterations, a previous fraud detection variable associated with the consumer and/or the merchant to generate updated fraud detection variables, in response to the analyzing the plurality of transactions.


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