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:
Aug. 12, 2025
Filed:
Mar. 02, 2023
Applicant:
The Boeing Company, Arlington, VA (US);
Inventor:
Amir Afrasiabi, Fircrest, WA (US);
Assignee:
The Boeing Company, Arlington, VA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 18/21 (2023.01); G06F 18/20 (2023.01); G06F 21/56 (2013.01); G06V 10/774 (2022.01); G06V 10/86 (2022.01);
U.S. Cl.
CPC ...
G06F 21/566 (2013.01); G06V 10/774 (2022.01); G06V 10/86 (2022.01); G06F 2221/034 (2013.01); G06V 2201/10 (2022.01);
Abstract
Techniques for adversarial attack avoidance for machine learning (ML) are disclosed. These techniques include receiving one or more images at a trained ML model and receiving attack data at the ML model. The techniques further include predicting an object depicted in the one or more images using the ML model, based on the one or more images, metadata relating to the one or more images, and the attack data. The ML model uses the metadata to prevent the attack data from changing a result of the predicting.