Large repositories of data contain sensitive information which must be protected against unauthorized access. The protection of the confidentiality of tills information has been a long-term goal for the database security research community and the government statistical agencies. Recent advances, in data mining and machine learning algorithms, have increased the disclosure risks one may encounter when releasing data to outside parties.
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