The proliferation of Card Verification Value outlets and Credit Card sites represents a significant internet threat, posing substantial dangers to consumers and organizations globally. These illicit platforms, often operating through the dark web , facilitate the trade of stolen credit card details, including CVV , expiration times , and cardholder