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. 07, 2026

Filed:

Nov. 19, 2025
Applicant:

Eygs Llp, London, GB;

Inventors:

Lince Lawrence, Trivandrum, IN;

Venkatabapu Yeluri, Bengaluru, IN;

Dhanith Krishna B, Trivandrum, IN;

Lavanya Wadhwa, Bangalore, IN;

Assignee:

EYGS LLP, London, GB;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/57 (2013.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 21/577 (2013.01); G06N 20/00 (2019.01); G06F 2221/033 (2013.01);
Abstract

A method includes receiving, at a processor, feature data that indicates a plurality of features. The method further includes generating, via the processor and based on the feature data, vulnerability data that indicates a vulnerability associated with the plurality of features. Additionally, the method includes generating, via the processor and based on the feature data and the vulnerability data, graph data that represents a plurality of edge weights representing a plurality of severities of the vulnerability. Based on the plurality of edge weights, the method also includes generating, via the processor, matrix data that represents an influence of the plurality of features on the vulnerability. The method further includes generating, via the processor, sorted vulnerability data that defines an order for a plurality of vulnerabilities that includes the vulnerability, based on the matrix data. Synthetic training data is generated, via the processor, based on the sorted vulnerability data.


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