The proliferation of Card Verification Value shops and Credit Card sites represents a worrying online threat, posing substantial problems to consumers and firms globally. These illicit platforms, often operating through the deep web , facilitate the exchange of stolen credit card details, including CVV , expiration times , and cardholder details. T