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