The fight against copyright identification has entered a rapidly evolving phase, with the emergence of sophisticated scannable fakes. These fraudulent documents are designed to bypass traditional verification methods, posing a significant risk to security and law enforcement. Traditional methods like visual assessment are often easily circumvented