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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 12566593 B1

PDFFull Text
Date of Patent:
Mar. 03, 2026

Filed:

Sep. 11, 2023

Machine learning model based ranking of generated code

Applicant:

Veracode, Inc., Burlington, MA (US);

Inventors:

Roman Rudenko, Vienna, AT;

Anna Bacher, Vienna, AT;

Assignee:

Veracode, Inc., Burlington, MA (US);

Attorney:

Gilliam IP PLLC

Primary Examiner:

Anibal Riveracruz

Int. Cl.
CPC ...
G06F 8/41 (2018.01); G06F 8/35 (2018.01); G06F 8/36 (2018.01); G06F 8/70 (2018.01); G06F 8/30 (2018.01); G06F 8/33 (2018.01); G06F 8/73 (2018.01);
U.S. Cl.
CPC ...
G06F 8/35 (2013.01); G06F 8/30 (2013.01); G06F 8/33 (2013.01); G06F 8/70 (2013.01); G06F 8/73 (2013.01);
Abstract

A generative AI based pipeline has been created that ranks generated responses that are candidate software patches. The ranking is based on predicted quality measures of code fragments within a corresponding prompt to a generated AI model. The predicted quality measures are generated by a machine learning model that has been trained based on features that are values/measures of similarity metrics between code fragments, between code fragment changes, between code structures, and/or between changes of code structures.

Find Patent Forward Citations

Rudenko, Roman. (2026). Machine learning model based ranking of generated code (U.S. Patent No. 12566593). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12566593

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

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