The exceptional growth in the number of credit card transactions, especially for online purchases, has recently led to a substantial rise in fraudulent activities. Credit card security is a major concern for any business establishment. With that in mind, it is hard to identify the credit card fraud. Implementation of efficient fraud detection systems has thus become imperative for all credit card issuing banks to minimize their losses.