Governments worldwide are increasingly challenged by the rise of fraudulent activities, like tax evasion, counterfeiting, and document forgery. Such illegal practices undermine economic stability and pose serious risks to national security and the welfare of citizens. The need for robust, technologically driven solutions has become more crucial than ever.