Privacy Preserving Linear Regression on Distributed Databases

@article{Dankar2015PrivacyPL,
  title={Privacy Preserving Linear Regression on Distributed Databases},
  author={Fida Kamal Dankar},
  journal={Trans. Data Privacy},
  year={2015},
  volume={8},
  pages={3-28}
}
Studies that combine data from multiple sources can tremendously improve the outcome of the statistical analysis. However, combining data from these various sources for analysis poses privacy risks. A number of protocols have been proposed in the literature to address the privacy concerns; however they do not fully deliver on either privacy or complexity… CONTINUE READING