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.:
Date of Patent:
Sep. 08, 2026
Filed:
Jul. 30, 2021
Rapid7, Inc., Boston, MA (US);
Stuart Millar, Belfast, GB;
Denis Podgurskii, Belfast, GB;
Rapid7, Inc., Boston, MA (US);
Abstract
Various embodiments include systems and methods of implementing a machine learning (ML) model for calculating confidence scores associated with potential security vulnerabilities. In some embodiments, the ML model may be used to determine a confidence score for a particular potential security vulnerability. According to some embodiments, input indicative of a change of verification status for the particular potential security vulnerability may be received via a vulnerability details graphical user interface. Responsive to determining that the confidence score generated by the ML model is inconsistent with the change of verification status, the change of verification status may be sent as analyst feedback data to one or model training components of the ML model. The model training component(s) may be utilized to refine the ML model based at least in part on the analyst feedback data.