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:
Jul. 28, 2026

Filed:

Jul. 28, 2021
Applicant:

Noblis, Inc., Reston, VA (US);

Inventors:

John Helmsen, Rockville, MD (US);

Oscar Olmedo, Washington, DC (US);

Mark Sanders, Reston, VA (US);

Assignee:

NOBLIS, INC., Reston, VA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 7/01 (2023.01); G06N 3/0475 (2023.01); G06N 3/088 (2023.01); G06N 20/00 (2019.01); H04L 47/2441 (2022.01); H04L 47/2483 (2022.01);
U.S. Cl.
CPC ...
G06N 7/01 (2023.01); G06N 3/0475 (2023.01); G06N 3/088 (2013.01); G06N 20/00 (2019.01); H04L 47/2441 (2013.01); H04L 47/2483 (2013.01);
Abstract

A system for refining one or more synthetic network traffic models is provided. The system generates synthetic network traffic data by applying a deterministic generative rule set to generate at least part of the synthetic network traffic data and applying a probabilistic generative model to generate at least part of the synthetic network traffic data. The system generates an assessment of the generated synthetic network traffic data by applying a deterministic discriminative rule set to the synthetic network traffic data and by applying a discriminative classifier model to the synthetic network traffic data. The system updates one or both of the probabilistic generative model and the discriminative classifier model based on the generated assessment.


Find Patent Forward Citations

Quick Actions:

Helmsen, John. (2026). Generative adversarial networks for use in refining models for synthetic network traffic data (U.S. Patent No. 12694312). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12694312

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