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:
Dec. 01, 2020

Filed:

Dec. 22, 2017
Applicant:

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

Inventors:

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

Martin Rehak, Prague, CZ;

David McGrew, Poolesville, MD (US);

Martin Vejman, Litomysl, CZ;

Tomas Pevny, Prague, CZ;

Martin Grill, Prague, CZ;

Jan Kohout, Roudnice Nad Labem, CZ;

Assignee:

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

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04L 29/06 (2006.01); G06F 21/53 (2013.01); G06N 20/00 (2019.01); H04L 12/24 (2006.01); H04L 29/08 (2006.01); G06F 21/62 (2013.01);
U.S. Cl.
CPC ...
H04L 63/1416 (2013.01); G06F 21/53 (2013.01); G06N 20/00 (2019.01); H04L 41/145 (2013.01); H04L 63/0428 (2013.01); H04L 63/1425 (2013.01); H04L 63/1458 (2013.01); G06F 21/6245 (2013.01); H04L 63/166 (2013.01); H04L 67/02 (2013.01); H04L 67/28 (2013.01); H04L 69/325 (2013.01);
Abstract

In one embodiment, a device obtains simulation environment data regarding traffic generated within a simulation environment in which malware is executed. The device trains a malware detector using the simulation environment data. The device obtains deployment environment characteristics of a network to which the malware detector is to be deployed. The device configures the malware detector to ignore data in the simulation environment data that is associated with one or more environment characteristics that are not present in the deployment environment characteristics.


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