1. A method comprising: identifying, by one or more processors, data on a social network that is associated with a social entity; determining one or more characteristics of the identified data; generating, for each of the one or more characteristics, a reference to the identified data; comparing each generated reference to one or more known references; determining, based on each of the comparisons, a risk score for a social entity; and determining a confidence score for the risk score.