SYSTEMS AND METHODS FOR ALERT PRIORITIZATION USING SECURITY EVENTS GRAPH

Patent №

US 11,539,749

Granted

2022-12-27

Filed 2019

Owner

NETSKOPE, INC.

Lab

AI components

1

kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16361023

The technology disclosed includes a system to group security alerts generated in a computer network and prioritize grouped security alerts for analysis. The system includes graphing entities in the computer network as entities connected by one or more edges. Native scores for pending alerts are assigned to nodes or to edges between the nodes. A connection type is assigned to each edge and weights are assigned to edges representing relationship strength between the nodes. The technology disclosed includes traversing the graph starting at starting nodes and propagating native scores through and to neighboring nodes connected by the edges. Aggregate score for a visited node is calculated by accumulating propagated scores at visited nodes with their respective native scores. The technology disclosed forms clusters of connected nodes in the graph that have a respective aggregate score above a selected threshold. The clusters are ranking and prioritized for analysis.

Knowledge representationH04L 63/20G06F 16/9024G06F 16/906H04L 41/069

AI classification

Knowledge representation1.00
Planning0.42
AI hardware0.13
Natural language0.11
Vision0.08
Machine learning0.06
Evolutionary computation0.03
Speech0.00

Ownership

NETSKOPE, INC.

assignment · 513320148

Assignors

CANZANESE, RAYMOND JOSEPH, JR., BATSON, JOSHUA DAVID

On an employer assignment, the assignors are typically the inventors.

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