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Research from various sources, including Michigan State University and F-Secure , details the mechanics of these marketplaces:

: In contrast, 83% of "card-not-present" data (used for online shopping) was sold, indicating it is in much higher demand and shorter supply. buy stolen credit card numbers online

This study is particularly interesting because it uses leaked data from a major underground shop to reveal the actual finances and business models of the "carding" world. Key Findings from "Swiped" Research from various sources