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:
Jul. 07, 2020

Filed:

Jul. 07, 2017
Applicant:

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

Inventors:

Martin Kopp, Beroun, CZ;

Petr Somol, Marianske Lazne, CZ;

Tomas Pevny, Praha-Modrany, CZ;

David McGrew, Poolesville, MD (US);

Assignee:

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

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04L 29/06 (2006.01); G06N 99/00 (2019.01); G06F 3/01 (2006.01); G06N 20/00 (2019.01); G06N 20/20 (2019.01); G06N 5/04 (2006.01);
U.S. Cl.
CPC ...
H04L 63/1416 (2013.01); G06F 3/01 (2013.01); G06N 20/00 (2019.01); G06N 20/20 (2019.01); G06N 99/005 (2013.01); G06N 5/045 (2013.01); H04L 63/145 (2013.01);
Abstract

In one embodiment, a device in a network maintains a plurality of machine learning-based detectors for an intrusion detection system. Each detector is associated with a different portion of a feature space of traffic characteristics assessed by the intrusion detection system. The device provides data regarding the plurality of detectors to a user interface. The device receives an adjustment instruction from the user interface based on the data provided to the user interface regarding the plurality of detectors. The device adjusts the portions of the feature space associated with the plurality of detectors based on the adjustment instruction received from the user interface.


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