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.:
Date of Patent:
Oct. 21, 2025
Filed:
Sep. 29, 2022
Mellanox Technologies, Ltd., Yokneam, IL;
Ioannis (Giannis) Patronas, Piraeus, GR;
Tamar Viclizki Cohen, Herzliya, IL;
Vadim Gechman, Kibbutz Hulda, IL;
Dimitrios Syrivelis, Volos, GR;
Paraskevas Bakopoulos, Ilion, GR;
Nikolaos Argyris, Zografou, GR;
Elad Mentovich, Tel Aviv, IL;
Mellanox Technologies, Ltd., Yokneam, IL;
Abstract
Systems, computer program products, and methods are described herein for machine learning (ML) based network resilience and steering. An example system monitors data traffic across one or more network ports and determines a first data traffic pattern from the data traffic. The system further determines, via a ML subsystem, that the first data traffic pattern is indicative of a security threat to a first network port. In response to determining that the first data traffic pattern is indicative of the security threat to the first network port, the system further isolates the first network port from the one or more network ports.