This paper describes the extant literature on covert networks, and provides an outline of the main substantive and methodological hypotheses suggested and/or tested in this field. We provide some preliminary analyses demonstrating the lack of consensus about these hypotheses, which will form the basis for a programme of work aiming to analyse covert network data.