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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.

Patent No.:

US 10944773 B1

PDFFull Text
Date of Patent:
Mar. 09, 2021

Filed:

Dec. 05, 2018

Monitoring network activity

Applicant:

Blackberry Limited, Waterloo, CA;

Inventors:

Paul Wilson LeMarquand, Ottawa, CA;

Kristian Neil Spriggs, Ottawa, CA;

David Brian Seel, Ottawa, CA;

Assignee:

BlackBerry Limited, Waterloo, CA;

Attorney:

Fish & Richardson P.C.

Primary Examiner:

Randy A Scott

Int. Cl.
CPC ...
H04L 12/26 (2006.01); H04L 29/06 (2006.01); H04L 12/24 (2006.01); G06N 20/20 (2019.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04L 63/1425 (2013.01); G06N 20/00 (2019.01); H04L 41/142 (2013.01); H04L 41/145 (2013.01); H04L 43/04 (2013.01); H04L 43/16 (2013.01); H04L 63/0236 (2013.01); H04L 63/1441 (2013.01);
Abstract

A method for monitoring network activity includes initiating a training phase by a machine learning (ML) server. Data associated with normal network traffic through the ML server during the training phase is collected. A classification model is generated based on the collected data. The ML server switches the training phase to an active phase. An outbound request is received during the active phase. Whether the outbound request is an anomalous request is determined based on the classification model.

Find Patent Forward Citations

LeMarquand, Paul. (2021). Monitoring network activity (U.S. Patent No. 10944773). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/10944773

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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