This paper addresses the risk of fraud in credit card transactions by developing a probabilistic model for quickest detection illegitimate purchases. Using optimal stopping theory, goal is to determine moment, known as disorder or time, at which continuously monitored process consumer’s exhibits due fraud, order return best trade-off between two sources cost: on one hand, time should be detecte...