The proliferation of CVV outlets and Credit Card stores represents a significant digital threat, posing substantial risks to consumers and firms globally. These underground platforms, often operating through the deep web , facilitate the sale of stolen credit card details, including Card Verification Values, expiration times , and cardholder names