Fingerprinting is a technique that maps large data items to short text strings (bit streams), which become identifiable fingerprints of the original data. Fingerprinting is a scalable way to identify and track sensitive information as it moves across a network, because engines only need to identify the fingerprints instead of the full data sets during inspection.