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A data owner can modify data such that the modified data can guarantee privacy and, at the same time, the modified data retains sufficient utility and can be released to other parties safely. This process is usually called privacy-preserving data publishing. This volume examines how the data owner can modify the data and how the modified data can preserve privacy and protect sensitive information.