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