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. 22, 2019

Filed:

Jul. 13, 2017
Applicant:

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

Inventors:

David McGrew, Poolesville, MD (US);

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

Subharthi Paul, Fremont, CA (US);

Assignee:

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

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/55 (2013.01); G06F 9/4401 (2018.01); G06F 11/14 (2006.01); H04L 29/06 (2006.01); H04L 29/08 (2006.01); H04L 12/24 (2006.01); G06F 21/56 (2013.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 21/554 (2013.01); G06F 9/4403 (2013.01); G06F 9/4406 (2013.01); G06F 11/1435 (2013.01); G06F 21/566 (2013.01); G06N 20/00 (2019.01); H04L 41/16 (2013.01); H04L 63/1416 (2013.01); H04L 63/1425 (2013.01); H04L 67/22 (2013.01);
Abstract

In one embodiment, a device in a network tracks changes in a source port or address identifier indicated by network traffic associated with a particular host in the network. The device detects an operating system start event based on the track changes in the source port or address identifier indicated in the traffic data associated with the particular host. The device provides data regarding the detected operating system start event as input to a machine learning-based malware detector. The device causes performance of a mitigation action in the network when the malware detector determines that the particular host is infected with malware.


Find Patent Forward Citations

Loading…