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:
Aug. 01, 2023

Filed:

Nov. 25, 2020
Applicant:

Tweenznet Ltd., Tel Aviv-Jaffa, IL;

Inventors:

Eyal Elyashiv, Ramat Hasharon, IL;

Eliezer Upfal, Providence, RI (US);

Aviv Yehezkel, Ramat-Gan, IL;

Assignee:

TWEENZNET LTD., Tel Aviv-Jaffa, IL;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
H04L 63/1416 (2013.01); G06N 3/08 (2013.01); H04L 63/1425 (2013.01);
Abstract

Systems and methods of determining file-access patterns in at least one computer network, the network comprising a file-access server, including training a first machine learning (ML) algorithm with a first training dataset comprising vectors representing network traffic such that the first ML algorithm learns to determine network characteristics associated with file-access traffic, determining, using the first ML algorithm, network characteristics based on highest interaction of traffic with the file-access server compared to other interactions in the at least one computer network, and determining file-access patterns in the at least one computer network based on the network characteristics associated with file-access traffic.


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