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:
Feb. 24, 2026

Filed:

Nov. 29, 2022
Applicant:

Uipco, Llc, San Antonio, TX (US);

Inventors:

Gregory Brian Meyer, San Antonio, TX (US);

Arthur Quentin Smith, Fredericksburg, TX (US);

Mark Paxman Warnick, San Antonio, TX (US);

Ruthie Lyle, Durham, NC (US);

Pooja Krishnaswamy, McKinney, TX (US);

Elena Marie Carrasco, Converse, TX (US);

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 21/57 (2013.01);
U.S. Cl.
CPC ...
G06F 21/577 (2013.01); G06F 2221/033 (2013.01);
Abstract

A system and method for training a security model in a testing system using machine learning is disclosed. For example, the method includes accessing information about security attacks from at least one security attack information source, recognizing types of security attacks being attempted using natural language processing to process the information about security attacks, attempting at least one of the recognized types of security attacks on a network, identifying at least one security vulnerability based on results of the attempting, training the security model based on the identified at least one security vulnerability using machine learning, providing the trained security model to a user of the network, and blocking a security attack using the trained security model.


Find Patent Forward Citations

Meyer, Gregory. (2026). Machine learning network security testing system (U.S. Patent No. 12561443). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12561443

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

Loading…