copyright currency poses a major threat to the global economy. Criminals manufacture illegitimate banknotes and coins, undermining financial systems worldwide. The complexity of modern counterfeiting presents a formidable obstacle for authorities to identify these fake bills. The trade contribute to other criminal activities, such as drug trafficki