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:
Jul. 22, 2025

Filed:

Sep. 14, 2022
Applicant:

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

Inventor:

Yonghong Huang, Hillsboro, OR (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/90 (2019.01); G06F 16/906 (2019.01); G06F 16/958 (2019.01);
U.S. Cl.
CPC ...
G06F 16/958 (2019.01); G06F 16/906 (2019.01);
Abstract

Methods, apparatus, systems, and articles of manufacture are disclosed. An example apparatus to categorize web content includes interface circuitry to receive first results data from a pre-trained model; model tuner circuitry to: determine, based on the first results data, an adjustment to a parameter of the pre-trained model; and provide, via the interface circuitry, the adjustment to the pre-trained model; and feature extractor circuitry to: receive, via the model tuner circuitry, second results data that satisfies a performance threshold; and identify, from the second results data, at least one application specific feature from a tuned version of the pre-trained model.


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