copyright currency represents a considerable threat to global economies. As technology advances, lawbreakers are increasingly skilled in their approaches for producing and dispersing copyright. This illicit activity erodes public assurance in currencies, influencing both individuals and organizations. Law enforcement agencies worldwide are conti