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:
Dec. 03, 2024
Filed:
Jul. 13, 2022
Mellanox Technologies, Ltd., Yokneam, IL;
Vadim Gechman, Hulda, IL;
Nir Rosen, Pardes Hana-Karkur, IL;
Haim Elisha, Ashkelon, IL;
Bartley Richardson, Alexandria, VA (US);
Rachel Allen, Arlington, VA (US);
Ahmad Saleh, Reineh Village, IL;
Rami Ailabouni, Eilabun, IL;
Thanh Nguyen, Huntsville, AL (US);
Mellanox Technologies, Ltd., Yokneam, IL;
Abstract
Apparatuses, systems, and techniques for classifying one or more candidate uniform resource locators (URLs) as having a domain generation algorithm (DGA) domain using a machine learning (ML) detection system. An integrated circuit is coupled to physical memory of a host device via a host interface. The integrated circuit hosts a hardware-accelerated security service to protect one or more computer programs executed by the host device. The security service extracts a set of features from data stored in the physical memory, the data being domain characters in one or more candidate URLs. The security service classifies, using the ML detection system, the one or more candidate URLs as having a DGA domain or a non-DGA domain using the set of features. The security service outputs an indication of a DGA malware responsive to the one or more candidate URLs being classified as having the DGA domain.