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公开(公告)号：US20200044927A1
公开(公告)日：2020-02-06
申请号：US16051001
申请日：2018-07-31
Applicant: Splunk Inc.
Inventor： George Apostolopoulos , Zhuxuan Jin
Abstract: One or more embodiments are directed behavioral based device clustering. A network traffic log of devices in the network is received. Features of devices are extracted from the network traffic log and aggregated into an aggregated feature matrix on a per device basis. By applying a topic modeling algorithm to the aggregated feature matrix, the devices are clustered into device groups according to behavior groups. A device is assigned to the device group to create an assignment.
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