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:
May. 02, 2023

Filed:

Dec. 29, 2020
Applicant:

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

Inventors:

Xiao Tian, Austin, TX (US);

Claudia Carolina Barcenas Cardenas, Austin, TX (US);

Shi Cao, Austin, TX (US);

Chiranjeet Chetia, Round Rock, TX (US);

Jianhua Huang, Cedar Park, TX (US);

Marc Corbalan Vila, London, GB;

Assignee:

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

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 40/00 (2023.01); G06Q 20/40 (2012.01); G06N 20/00 (2019.01); G06F 16/901 (2019.01);
U.S. Cl.
CPC ...
G06Q 20/4016 (2013.01); G06F 16/9024 (2019.01); G06N 20/00 (2019.01); G06Q 20/4014 (2013.01);
Abstract

Provided are a system, method, and computer program product for generating synthetic data. The method includes receiving a plurality of data types associated with an environment to be evaluated and receiving a plurality of correlations of one data type to another data type. The method also includes generating a correlation graph of the plurality of data types based on the plurality of correlations and generating a directed acyclic graph of the plurality of data types based on the correlation graph. The method further includes generating a hierarchical graph of the plurality of data types by applying a path traversal technique to the directed acyclic graph and generating a synthetic dataset by repeatedly traversing the hierarchical graph to generate a plurality of records of data.


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