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...oncerns about privacy is to provide tools to share data in a way that protects privacy while still enabling maximal information extraction via analytic approaches, such as multivariate classification =-=[17,47]-=-. Systems that attempt privacy-preserving computation fall into three categories. The first set provides plausible privacy by arguing that sharing only data derivatives guarantees privacy since the ra...