The proliferation of CVV outlets and Credit Card marketplaces represents a worrying internet threat, posing substantial problems to consumers and businesses globally. These illicit platforms, often operating through the deep web , facilitate the sale of stolen credit card details, including CVV , expiration periods, and cardholder names . The ease