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:
Nov. 04, 2025
Filed:
Sep. 07, 2022
Rapid7, Inc., Boston, MA (US);
Pojan Shahrivar, Stockholm, SE;
Rapid7, Inc., Boston, MA (US);
Abstract
Various embodiments include systems and methods to implement a security platform providing application-level cyberattack detection using multiple stages of classifiers. The security platform may use requests received by a web service to determine training data to train one or more machine learning models. The training data may be determined by instrumenting an application, such as a web service, with a first stage classifier to determine security events indicative of cyberattacks. The security platform may train machine learning models using aggregations of security events over various periods of time. The machine learning models may serve as second stage classifiers for the security platform.