Abstract
Deep counterfeiting is a term that has become popular in recent years and carries many risks in violation of privacy and other dangers, which were addressed by several research studies that used different methods and methods in counterfeiting and anti-counterfeiting detection methods, we will address in this paper one of the methods that help in detecting image manipulation specifically in a modified manner on the GAN algorithm and we will call it ADVGAN and it includes the process of selecting and configuring a specific database Several initial operations and training by learning the machine and relying on the proposed system in detecting image manipulation with excellent efficiency.
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