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:
Oct. 13, 2020

Filed:

Oct. 06, 2016
Applicant:

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

Inventors:

Jan Kohout, Roudnice nad Labem, CZ;

Blake Harrell Anderson, San Jose, CA (US);

Martin Grill, Prague, CZ;

David McGrew, Poolesville, MD (US);

Martin Kopp, Beroun, CZ;

Tomas Pevny, Prague, CZ;

Assignee:

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

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04L 29/06 (2006.01); G06N 20/00 (2019.01); H04L 12/24 (2006.01); H04L 12/851 (2013.01);
U.S. Cl.
CPC ...
H04L 63/1441 (2013.01); G06N 20/00 (2019.01); H04L 41/0686 (2013.01); H04L 47/2441 (2013.01); H04L 63/0428 (2013.01); H04L 63/145 (2013.01); H04L 63/1416 (2013.01); H04L 63/1425 (2013.01); H04L 63/168 (2013.01);
Abstract

In one embodiment, a device in a network detects an encrypted traffic flow associated with a client in the network. The device captures contextual traffic data regarding the encrypted traffic flow from one or more unencrypted packets associated with the client. The device performs a classification of the encrypted traffic flow by using the contextual traffic data as input to a machine learning-based classifier. The device generates an alert based on the classification of the encrypted traffic flow.


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