Learning when to reuse existing rules in active labeling for device classification

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United States of America Patent

PATENT NO 10999146
SERIAL NO

16854292

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Abstract

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In various embodiments, a device classification service forms a device cluster by applying clustering to attributes of endpoint devices observed in one or more networks. The device classification service applies an initial device classification rule to the endpoint devices in the device cluster, based on one or more of the endpoint devices in the device cluster matching the initial device classification rule. The device classification service computes metrics for the initial device classification rule that quantify how well the attributes of the endpoint devices in the device cluster match the initial device classification rule. The device classification service decides, based on the metrics, whether to associate the initial device classification rule with the device cluster or generate a new device classification rule based on the device cluster.

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Patent Owner(s)

  • CISCO TECHNOLOGY INC.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Diemand, Jürg Nicolaus Pfäffikon ZH, CH 5 11
Martin, Stéphane Bernard Lausanne, CH 3 5
Mermoud, Grégory Veyras VS, CH 230 3099
Savalle, Pierre-André Rueil-Malmaison, FR 76 464
Tedaldi, David Zurich, CH 27 128
Vasseur, Jean-Philippe Saint Martin D'uriage, FR 776 20924

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