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When Excessive Perturbation Goes Wrong and Why IPUMS-International Relies Instead on Sampling, Suppression, Swapping, and Other Minimally Harmful Methods to Protect Privacy of Census Microdata.

Lara ClevelandRobert McCaaSteven RugglesMatthew Sobek
Published in: Privacy in Statistical Databases (2012)
Keyphrases
  • statistical disclosure
  • privacy protection
  • information loss
  • privacy guarantees
  • privacy preserving
  • statistical databases
  • data perturbation
  • digital libraries
  • united states
  • disclosure risk
  • data swapping