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:
Sep. 22, 2026
Filed:
Mar. 31, 2023
Applicant:
Jumio Corporation, Sunnyvale, CA (US);
Inventor:
Vikas Gottemukkula, Alexandria, VA (US);
Assignee:
Jumio Corporation, Sunnyvale, CA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 21/56 (2013.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 21/56 (2013.01); G06N 20/00 (2019.01); G06F 2221/034 (2013.01);
Abstract
The disclosure includes a system and method for spoof image detection. A spoof detection model is trained based at least in part on spoofed images and/or videos generated by a spoof agent. The spoof agent is trained using a reinforcement learning algorithm that is rewarded for successfully fooling the spoof detection model. Thus, the spoof agent learns to improve its abilities to fool the spoof detection model, while the spoof detection model learns to become better at detecting spoofing.