DOCUMENT IMAGE FORGERY AND INTEGRITY DETECTION USING GENERATIVE ARTIFICIAL INTELLIGENCE

原文（中文）

There are provided systems and methods for document image forgery and integration detection using generative artificial intelligence. A service provider, such as an electronic transaction processor for digital transactions, may provide computing services to users, which may be used to engage in interactions with other users and entities including for electronic transaction processing. When utilizing these services, document verification may be required to verify a document. A document may be submitted for document verification, which may be analyzed to determine if the document is forged. To train a machine learning model for document forgery detection a generative adversarial network may be used to generate fake documents of forgeries based on trends in forgeries of real documents. These fake documents may be provided as additional training data to more robustly train a model and keep up on changes in forgery techniques.