A method, a computer program product, and a data processing system for determining a database signature of a database includes determining a set of characteristics of the database; identifying at least one unique characteristic of the database that is unique among characteristics of other databases, which characteristics of other databases are stored in a signature data store; generating the database signature from the at least one unique characteristic; and storing the database signature and the unique characteristic in the signature data store.