Database Privacy

Interesting stuff:

Database Privacy: Overview (Microsoft Research)

The problem of statistical disclosure control—revealing accurate statistics about a population while preserving the privacy of individuals—has a venerable history. An extensive literature spans multiple disciplines: statistics, theoretical computer science, security, and databases.  Nevertheless, despite this extensive literature, «privacy breaches» are common, both in the literature and in practice, even when security and data integrity are not compromised.