Finding and confirming an identity in data is not always a clear-cut case. More often than not, the process of searching for data subjects in large data sets, and attempting to match them across different data sets, is a matter of a statistical confidence range. This session will explore the key technical details behind the calculations needed for identity matching, the challenges behind it, and the opportunities it offers to the field of privacy management.