Proposal : Creation and Analysis of Differentially-Private Synthetic Datasets

@inproceedings{Charest2010ProposalC,
  title={Proposal : Creation and Analysis of Differentially-Private Synthetic Datasets},
  author={Anne-Sophie Charest},
  year={2010}
}
Statistical agencies are faced with two conflicting objectives: protecting the privacy of their respondents, and providing researchers and policy makers with useful data. There exists a large body of literature on Statistical Disclosure Limitation (SDL) techniques, describing and evaluating methods for statistical agencies to share collected information to users while satisfying their confidentiality requirements. One proposal is to create and publish synthetic datasets. While methods to create… CONTINUE READING