The proliferation of Card Verification Value shops and Credit Card marketplaces represents a worrying online threat, posing substantial problems to consumers and firms globally. These underground platforms, often operating through the deep web , facilitate the sale of stolen credit card data , including CVV , expiration periods, and cardholder iden