Abstract
This thesis provides an answer to the question: How can proactive data mining of security events help prevent data breaches of credit card data in a PCI DSS compliant environment? The credit card environment is sketched and covers the three actors in a credit card transaction (Cardholder, Merchant and Banks).
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