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:
Oct. 21, 2025
Filed:
May. 18, 2023
Applicant:
Palo Alto Networks, Inc., Santa Clara, CA (US);
Inventors:
Min Du, Santa Clara, CA (US);
Yijie Sui, San Jose, CA (US);
William Redington Hewlett, Ii, Mountain View, CA (US);
Wenjun Hu, Santa Clara, CA (US);
Assignee:
Palo Alto Networks, Inc., Santa Clara, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01); G06N 3/045 (2023.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
H04L 63/145 (2013.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01); H04L 63/1416 (2013.01); H04L 63/20 (2013.01);
Abstract
Techniques for using deep learning to identify malicious image files are disclosed. A plurality of sections of a first image are received. The received sections are used to determine a likelihood that the first image is malicious. The determination is made, at least in part, using a model trained using a set of sections extracted from a set of sample images. A verdict is provided for the first image.