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. 01, 2026

Filed:

Jun. 25, 2021
Applicant:

Visa International Service Association, San Francisco, CA (US);

Inventors:

Shi Cao, Austin, TX (US);

Chiranjeet Chetia, Round Rock, TX (US);

Liang Wang, San Jose, CA (US);

Junpeng Wang, San Jose, CA (US);

Morvarid Jamalian, Saratoga, CA (US);

Assignee:

Visa International Service Association, San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 20/40 (2012.01); G06N 20/00 (2019.01); G06Q 30/0204 (2023.01);
U.S. Cl.
CPC ...
G06Q 20/4016 (2013.01); G06N 20/00 (2019.01); G06Q 30/0205 (2013.01);
Abstract

A method for detecting collusive transaction fraud includes: generating a merchant baseline including a transaction data baseline and a time series baseline; extracting time series data of the first merchant system; generating a first score and second score with a deep learning model; generating a first merchant risk score of the first merchant system based on the first and second scores; in response to determining that the first merchant risk score satisfies the threshold, determining a plurality of related entities related to the first merchant system; and classifying the first merchant system and at least one related entity of the plurality of related entities in a first group risk class based on at least one risk score of the at least one related entity.


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