Bank card fraud detection and/or prevention methods can generally involve determining a common point of compromise and/or identifying merchants associated with bank card transaction frequencies which exceed a predetermined threshold value which is indicative of potentially fraudulent bank card activity. These methods can further involve identifying other bank cards used at the common point of compromise.