The proliferation of CVC outlets and Credit Card sites represents a escalating digital threat, posing substantial risks to consumers and businesses globally. These underground platforms, often operating through the deep web , facilitate the trade of stolen credit card details, including CVV , expiration times , and cardholder names . The ease with