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:
Jan. 22, 2019

Filed:

Jul. 18, 2016
Applicant:

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

Inventors:

Jean-Philippe Vasseur, Anchorage, AK (US);

Andrea Di Pietro, Lausanne, CH;

Grégory Mermoud, Veyras, CH;

Fabien Flacher, Antony, FR;

Assignee:

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

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
H04L 29/06 (2006.01); G06F 17/18 (2006.01); G06N 99/00 (2010.01); H04L 29/08 (2006.01);
U.S. Cl.
CPC ...
H04L 63/1425 (2013.01); G06F 17/18 (2013.01); G06N 99/005 (2013.01); H04L 63/145 (2013.01); H04L 63/1416 (2013.01); H04L 67/10 (2013.01); H04L 63/02 (2013.01); H04L 63/1458 (2013.01);
Abstract

In one embodiment, a supervisory device in a network receives traffic data from a security device that uses traffic signatures to assess traffic in the network. The supervisory device receives traffic data from one or more distributed learning agents that use machine learning-based anomaly detection to assess traffic in the network. The supervisory device trains a traffic classifier using the received traffic data from the security device and from the one or more distributed learning agents. The supervisory device deploys the traffic classifier to a selected one of the one or more distributed learning agents.


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