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:
Mar. 15, 2022
Filed:
Sep. 28, 2020
Applicant:
Splunk Inc., San Francisco, CA (US);
Inventors:
George Apostolopoulos, San Jose, CA (US);
Zhuxuan Jin, Sunnyvale, CA (US);
Assignee:
Splunk Inc., San Francisco, CA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04L 12/24 (2006.01); H04L 29/06 (2006.01); H04L 12/26 (2006.01); G06K 9/62 (2006.01); H04L 29/08 (2006.01); H04L 41/0893 (2022.01); H04L 41/14 (2022.01); H04L 41/082 (2022.01); H04L 43/02 (2022.01); H04L 43/04 (2022.01); H04L 41/22 (2022.01); H04L 67/303 (2022.01);
U.S. Cl.
CPC ...
H04L 41/0893 (2013.01); G06K 9/6278 (2013.01); H04L 41/082 (2013.01); H04L 41/145 (2013.01); H04L 41/22 (2013.01); H04L 43/02 (2013.01); H04L 43/04 (2013.01); H04L 63/1425 (2013.01); H04L 67/303 (2013.01);
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.