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:
Dec. 19, 2023

Filed:

Jun. 30, 2020
Applicant:

Mcafee, Llc, Santa Clara, CA (US);

Inventors:

Sorcha Healy, Mahon, IE;

Gerard Murphy, Mahon, IE;

David McCormack, Mahon, IE;

Cedric Cochin, Hillsboro, OR (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06N 5/04 (2023.01); G06F 21/56 (2013.01);
U.S. Cl.
CPC ...
G06F 21/562 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06F 2221/033 (2013.01);
Abstract

Methods, apparatus, systems, and articles of manufacture to provide and monitor efficacy of artificial intelligence models are disclosed. An example apparatus includes a model trainer to train an artificial intelligence (AI) model to classify malware using first training data; an interface to deploy the AI model to a processing device; a model implementor to locally apply second training data to the AI model to generate output classifications, the second training data generated after generation of the first training data; and a report generator to generate a report including an efficacy of the AI model based on the output classifications.


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