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:
May. 12, 2026
Filed:
Sep. 30, 2024
Socure, Inc., Incline Village, NV (US);
Feng Xiao, Incline Village, NV (US);
Suchita Bhinge, Incline Village, NV (US);
Yaguang Li, Incline Village, NV (US);
Pablo Ysrrael Abreu, Incline Village, NV (US);
Socure, Inc., Incline Village, NV (US);
Abstract
A method and system which processes images representing identification documents such as driver's licenses and passports and uses machine learning techniques wherein a model is trained and the resulting model is used in production to more effectively and accurately detect whether the source identification document has been invalidated. According to the teachings herein, the disclosed method and system can improve the detection of invalid identification documents even where there are limited source documents representing invalid documents available for model training thru the generation of synthetic training data which can be used to enhance model training.