1. A method for analyzing network data using matched filters, the method comprising: obtaining a data set from a source; computing one or more values from the data set, each value corresponding to a particular signature element; evaluating the one or more values based on one or more signature elements included in a particular matched filter; and computing a probability of detection for the particular matched filter based on the one or more signature elements.