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.

Date of Patent:
Apr. 14, 2020

Filed:

Jan. 02, 2018
Applicant:

Cisco Technology, Inc., San Jose, CA (US);

Inventors:

Andrea Di Pietro, Lausanne, CH;

Jean-Philippe Vasseur, Saint Martin D'uriage, FR;

Javier Cruz Mota, Assens, CH;

Assignee:

Cisco Technology, Inc., San Jose, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
H04L 12/24 (2006.01); G06N 3/08 (2006.01); G06F 8/65 (2018.01); H04L 12/26 (2006.01);
U.S. Cl.
CPC ...
H04L 41/20 (2013.01); G06F 8/65 (2013.01); G06N 3/08 (2013.01); H04L 41/16 (2013.01); H04L 43/14 (2013.01);
Abstract

In one embodiment, a network assurance service receives, from a reporting entity, data regarding a monitored network for input to a machine learning-based analyzer of the network assurance service. The service forms a reporting entity model of the reporting entity, based on at least a portion of the data received from the reporting entity. The service identifies a behavioral change of the reporting entity by comparing a sample of the data received from the reporting entity to the reporting entity model. The service correlates the behavioral change of the reporting entity to a change made to the reporting entity. The service causes performance of a mitigation action, to prevent the behavioral change from affecting operation of the machine learning-based analyzer.


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