A Privacy-Preserving Classification Method Based on Singular Value Decomposition

@article{Li2012APC,
  title={A Privacy-Preserving Classification Method Based on Singular Value Decomposition},
  author={Guang Li and Yadong Wang},
  journal={Int. Arab J. Inf. Technol.},
  year={2012},
  volume={9},
  pages={529-534}
}
With the development of data mining technologies, privacy protection has become a challenge for data mining applications in many fields. To solve this problem, many privacy-preserving data mining methods have been proposed. One important type of such methods is based on Singular Value Decomposition (SVD). The SVD-based method provides perturbed data instead of original data, and users extract original data patterns from perturbed data. The original SVD-based method perturbs all samples to the… CONTINUE READING