copyright currency poses a major threat to the global economy. Criminals produce fake banknotes and coins, disrupting financial systems worldwide. The complexity of modern counterfeiting poses a formidable obstacle for authorities to uncover these fraudulent bills. Counterfeiting support other criminal activities, such as drug trafficking and money