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:
Jun. 27, 2023

Filed:

Dec. 31, 2020
Applicant:

Forescout Technologies, Inc., San Jose, CA (US);

Inventors:

Itai Koren, Tel Aviv, IL;

Zvika Plotkin, Tel Aviv, IL;

Assignee:

FORESCOUT TECHNOLOGIES, INC., San Jose, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 47/2441 (2022.01); G06N 20/00 (2019.01); H04L 43/04 (2022.01); H04L 43/062 (2022.01);
U.S. Cl.
CPC ...
H04L 47/2441 (2013.01); G06N 20/00 (2019.01); H04L 43/04 (2013.01); H04L 43/062 (2013.01);
Abstract

Systems, methods, and related technologies for classification are described. Network traffic transmitted by a first device is obtained. A set of features is determined based on the network traffic. A first classification for the device is determine a first classification for the first device based on the set of features. The first classification is associated with a first classification level. A second machine learning model is identified based on the first classification. The second machine learning model is associated with the first classification. A second classification for the first device is determined based on the second machine learning model. The second classification is associated with a second classification level. At least one of the first classification and the second classification is stored.


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