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