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. 25, 2026

Filed:

Dec. 10, 2021
Applicant:

Marvell Asia Pte Ltd, Singapore, SG;

Inventors:

Dovrat Zifroni, Shoham, IL;

Michael Shamis, Netanya, IL;

Assignee:

Marvell Asia Pte Ltd, Singapore, SG;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04L 63/1416 (2013.01); G06N 20/00 (2019.01); H04L 63/0236 (2013.01); H04L 63/1425 (2013.01); H04L 63/145 (2013.01); H04L 63/20 (2013.01);
Abstract

A system-on-a-chip (SoC) and corresponding method implement an intrusion detection system. The SoC comprises a traffic scanner that produces feature information associated with non-payload content of encrypted packets in a received traffic stream that cannot be decrypted by the SoC. The SoC further comprises a machine learning (ML) engine that (i) assigns a classification to the received traffic stream based on the feature information produced and (ii) based on the classification assigned, provides notification to the traffic scanner that malware traffic has been detected in the traffic stream. The traffic scanner further performs, based on the notification provided, an action toward preventing malicious activity otherwise caused by malware traffic.


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