For the benefit of those working with proprietary data, this volume embraces the responsibility for both protecting data & ensuring its beneficial use for statistical purposes. The text explores dilemma of data stewardship organizations (such as statistical agencies), identifies risks & provides techniques for statistical disclosure limitation.