The proliferation of CVV shops and Credit Card sites represents a worrying digital threat, posing substantial risks to consumers and firms globally. These underground platforms, often operating through the hidden internet, facilitate the sale of stolen credit card details, including CVC , expiration times , and cardholder details. The accessibility