copyright currency represents a considerable threat to global economies. As technology advances, perpetrators are increasingly skilled in their methods for producing and circulating copyright. This illicit activity diminishes public assurance in monetary systems, impacting both individuals and organizations. Law enforcement agencies worldwide ar