copyright currency poses a significant challenge to the global economy. Undesirable networks persistently manufacture fake banknotes and coins, undermining trust in legitimate currency. This illegal activity supports a range of other crimes, including such as money laundering, tax evasion, and terrorism. Fighting this threat requires a coordinated