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:
Oct. 14, 2025
Filed:
Mar. 31, 2023
Rapid7, Inc., Boston, MA (US);
Pojan Shahrivar, Stockholm, SE;
Stuart Millar, Bangor, GB;
Rapid7, Inc., Boston, MA (US);
Abstract
Machine learning techniques for updating a configuration of a computer network security system operating in a cloud computing environment. The techniques include obtaining a plurality of datasets containing information about a respective plurality of events detected by the computer network security system in the cloud computing environment; generating, using at least one trained ML model, a plurality of signatures representing the plurality of events, the generating comprising processing the plurality of datasets using the at least one trained ML model to obtain the plurality of signatures; clustering the plurality of signatures to obtain signature clusters representing clusters of events in the plurality of events; identifying a particular event cluster from among the clusters of events; and updating the configuration of the computer network security system based on characteristics of events in the identified particular event cluster.