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:
Sep. 10, 2024

Filed:

Dec. 03, 2020
Applicant:

Mcafee, Llc, San Jose, CA (US);

Inventors:

Tirumaleswar Reddy Konda, Bengaluru, IN;

Shashank Jain, Bengaluru, IN;

Abhishek Tripathi, Bangalore, IN;

Piyush Pramod Joshi, Aurangabad, IN;

Assignee:

McAfee, LLC, San Jose, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01); G06N 3/04 (2023.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
H04L 63/1425 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); H04L 63/029 (2013.01); H04L 63/1416 (2013.01);
Abstract

Methods, apparatus, systems and articles of manufacture are disclosed to analyze telemetry data of a network device for malicious activity. An example apparatus includes an interface to obtain first telemetry data, a rules generator to, using the first telemetry data, generate a global block list using a machine learning model, the machine learning model generated based on a device specific block list and a device specific allow list, and a model manager to transmit the global block list to a gateway, the gateway to facilitate on-path classification of second telemetry data.


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