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From:
John D. Cook
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Adding Laplace or Gaussian noise for privacy
https://www.johndcook.com/blog/2017/09/20/adding-laplace-or-gaussian-noise-to-database/
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Adding Laplace or Gaussian noise to a database can protect privacy while preserving statistical usefulness.