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:
Jan. 10, 2023

Filed:

Jul. 22, 2021
Applicant:

Allot Ltd., Hod HaSharon, IL;

Inventors:
Assignee:

ALLOT LTD, Hod Hasharon, IL;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 43/062 (2022.01); G06N 3/08 (2006.01); G06K 9/62 (2022.01); G06N 3/04 (2006.01); H04L 67/02 (2022.01); H04L 43/0894 (2022.01); H04L 43/0817 (2022.01);
U.S. Cl.
CPC ...
H04L 43/062 (2013.01); G06K 9/628 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); H04L 43/0817 (2013.01); H04L 43/0894 (2013.01); H04L 67/02 (2013.01);
Abstract

Systems, devices, and methods of classifying encrypted network communications. A Traffic Monitoring Unit operates to monitor network traffic, and to capture HTTPS-encrypted packets that are exchanged over an HTTPS connection between an end-user device and a web server. An HTTPS Traffic Classification Unit operates to detect discrete HTTPS-encrypted objects within that HTTPS connection, and to classify those discrete HTTPS-encrypted objects based on at least one of: a first Analysis Model that classifies HTTPS-encrypted objects based on a type of content that is represented in the HTTPS-encrypted object; a second Analysis Model that classifies HTTPS-encrypted objects based on a type of server-side application that is associated with the HTTPS-encrypted object. Each Analysis Model utilizes Machine Learning (ML), Deep Learning (DL), Artificial Intelligence (AI), or Statistical and Mathematical Analysis (SMA).


Find Patent Forward Citations

Loading…