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:
Apr. 08, 2025

Filed:

Dec. 14, 2021
Applicant:

Mellanox Technologies Ltd., Yokneam, IL;

Inventors:

Dotan Finkelshtein, Yokneam, IL;

Alexander Bilkovskii, Tel Aviv, IL;

Roni Bar Yanai, Even Yehuda, IL;

Juan Jose Vegas Olmos, Solrød Strand, DK;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01); G06N 20/00 (2019.01); H04L 69/22 (2022.01);
U.S. Cl.
CPC ...
H04L 63/1466 (2013.01); G06N 20/00 (2019.01); H04L 63/0245 (2013.01); H04L 63/1416 (2013.01); H04L 63/1425 (2013.01); H04L 63/166 (2013.01); H04L 63/20 (2013.01); H04L 69/22 (2013.01);
Abstract

A device receives a packet from a local network. The packet may be directed toward a cloud computing resource. The device determines that the packet is associated with a new packet flow. In response to determining that the packet is associated with the new packet flow, the device provides one or more packets from the new packet flow to a machine learning model for packet inspection. The device receives an output from the machine learning model and routes the new packet flow based on the output received from the machine learning model. The output indicates whether or not the new packet flow is associated with a network attack.


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