Experimental Analysis of Privacy-Preserving Statistics Computation

  title={Experimental Analysis of Privacy-Preserving Statistics Computation},
  author={Hiranmayee Subramaniam and Rebecca N. Wright and Zhiqiang Yang},
  booktitle={Secure Data Management},
The recent investigation of privacy-preserving data mining and other kinds of privacy-preserving distributed computation has been motivated by the growing concern about the privacy of individuals when their data is stored, aggregated, and mined for information. Building on the study of selective private function evaluation and the efforts towards practical algorithms for privacy-preserving data mining solutions, we analyze and implement solutions to an important primitive, that of computing… CONTINUE READING
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