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. 02, 2025
Filed:
Dec. 31, 2023
Check Point Software Technologies Ltd., Tel Aviv, IL;
CHECK POINT SOFTWARE TECHNOLOGIES LTD., Tel Aviv, IL;
Abstract
A device, system, and method are provided for generating a network security policy automatically based on network traffic. The network security policy is generated by building a directional graph from the network traffic, with the nodes of the graph representing network end points, and the edges representing communication between two nodes on a communication channel. A feature vector is generated for each of the nodes and a graph neural network is applied to the feature vectors to generate output vectors. The output vectors are clustered using a cost function based on a weighted combination of a distance-based cost function and a network functionality cost function. The clusters generated from the output vectors are used to assign network security rules to each of the clusters.