RWN: A Novel Neighborhood-Based Method for Statistical Disclosure Control

10/13/2022

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by   Noah Perry, et al.

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A novel variation of the data swapping approach to statistical disclosure control is presented, aimed particularly at preservation of multivariate relations in the original dataset. A theorem is proved in support of the method, and extensive empirical investigation is reported.