copyright currency represents a substantial threat to global markets. As technology advances, lawbreakers are increasingly sophisticated in their approaches for producing and dispersing copyright. This illegal activity diminishes public assurance in currencies, impacting both individuals and organizations. Law enforcement agencies worldwide are