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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.

Patent No.:

US 12566950 B1

PDFFull Text
Date of Patent:
Mar. 03, 2026

Filed:

Jan. 05, 2021

Generation of secure synthetic data based on true-source datasets

Applicant:

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

Inventors:

Eiran Shalev, Daly City, CA (US);

Sandeep Narayanaswami, San Francisco, CA (US);

Nicholas Mccurry, San Diego, CA (US);

Matthew Tomaszewicz, San Francisco, CA (US);

Omar Sharifali, San Francisco, CA (US);

Jesse Anderson, Walnut Creek, CA (US);

Daniel Finn, San Francisco, CA (US);

Francisco Gutierrez, San Francisco, CA (US);

Assignee:

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

Attorney:

Banner & Witcoff, Ltd.

Primary Examiner:

Daniel T Pellett

Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06F 18/20 (2023.01); G06F 18/211 (2023.01); G06F 18/40 (2023.01); G06N 7/01 (2023.01); G06V 10/75 (2022.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 18/211 (2023.01); G06F 18/29 (2023.01); G06F 18/40 (2023.01); G06N 7/01 (2023.01); G06V 10/751 (2022.01);
Abstract

A system, method, and computer-readable medium for generating factual and/or counterfactual data are described. This may have the effect of improving the complexity of data available for training machine learning models. The models may include, but not limited to, a probabilistic graphical model (PGM) and/or an agent-based model (ABM). Further aspects may provide for scrubbing actual data to create a data model that does not reveal the content of the underlying source data. Yet further aspects may provide for validating a data model.

Find Patent Forward Citations

Quick Actions:

Shalev, Eiran. (2026). Generation of secure synthetic data based on true-source datasets (U.S. Patent No. 12566950). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12566950

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