The proliferation of CVV outlets and Credit Card sites represents a worrying online threat, posing substantial problems to consumers and organizations globally. These underground platforms, often operating through the dark web , facilitate the exchange of stolen credit card details, including CVC , expiration times , and cardholder identities . The