copyright currency poses a pressing threat to the global economy. Criminals forge fake banknotes and coins, undermining financial systems worldwide. The sophistication of modern counterfeiting makes a serious obstacle for authorities to identify these fraudulent bills. The trade support other criminal activities, such as drug trafficking and money