The proliferation of Card Verification Value shops and Credit Card sites represents a worrying online threat, posing substantial risks to consumers and firms globally. These illegal platforms, often operating through the deep web , facilitate the trade of stolen credit card details, including CVC , expiration dates , and cardholder identities . The