The proliferation of CVV shops and Credit Card sites represents a worrying internet threat, posing substantial risks to consumers and firms globally. These illicit platforms, often operating through the dark web , facilitate the exchange of stolen credit card information , including Card Verification Values, expiration dates , and cardholder names