1. A method comprising: generating decoy database proprietor identifiers based on probability density functions; querying a database proprietor using panelist database proprietor identifiers and the decoy database proprietor identifiers to obtain demographic information associated with the panelist database proprietor identifiers; and assigning the panelist database proprietor identifiers to panelists based on the demographic information obtained from the database proprietor.