copyright currency represents a substantial threat to global economies. As technology advances, lawbreakers are increasingly skilled in their methods for producing and passing off copyright. This illicit activity diminishes public trust in legal tender, impacting both individuals and institutions. Law enforcement agencies worldwide are actively