The proliferation of CVC outlets and Credit Card sites represents a escalating online threat, posing substantial dangers to consumers and firms globally. These illegal platforms, often operating through the dark web , facilitate the sale of stolen credit card data , including Card Verification Values, expiration periods, and cardholder names . The