The proliferation of Card Verification Value outlets and Credit Card sites represents a worrying internet threat, posing substantial risks to consumers and businesses globally. These illicit platforms, often operating through the hidden internet, facilitate the trade of stolen credit card data , including CVV , expiration periods, and cardholder id