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Re:K-anonymity by lambdasquirrel on Sunday August 12, 2018 @02:44AM (#17743254)
If you’re curious about the matter, there’s an alternative technique called differential privacy that adds randomization to the data, and is able to provide guarantees that individual records cannot be identified. k-anonymity is subject to e.g. linkage attacks of the kind that differential privacy seeks to eliminate.
Re:K-anonymity by shawn on Sunday August 12, 2018 @03:16AM (#17743334)
Bonus: The differential privacy algorithm is so simple. "When you're about to insert some data, flip a coin. If it's heads, insert it as-is. If it's tails, insert a random value."
Re:K-anonymity by barbegal on Sunday August 12, 2018 @04:12AM (#17743475)
But by adding random data, differential privacy destroys the ability to apply the usual statistical analysis techniques to the dataset.