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:
May. 05, 2026

Filed:

Apr. 05, 2022
Applicant:

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

Inventors:

Yonghong Huang, Hillsboro, OR (US);

Steven Grobman, Plano, TX (US);

Jonathan King, Hillsboro, OR (US);

Craig Schmugar, Hillsboro, OR (US);

Abhishek Karnik, Hillsboro, OR (US);

Celeste Fralick, Lubbock, TX (US);

Vitaly Zaytsev, Hillsboro, OR (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/56 (2013.01); G06N 3/0464 (2023.01); G06N 3/08 (2023.01); G06N 3/09 (2023.01);
U.S. Cl.
CPC ...
G06F 21/56 (2013.01); G06N 3/08 (2013.01); G06F 2221/034 (2013.01);
Abstract

Methods, apparatus, systems, and articles of manufacture are disclosed. An example apparatus includes at least one memory, instructions; and processor circuitry to execute the instructions to train a neural network with a plurality of raw byte data samples, perform feature extraction on ones of the plurality of raw byte data samples, determine whether ones of the plurality of raw byte data samples are clean or malicious using the extracted features, and determine a family of malware to which an identified malicious sample belongs.


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