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.
@article{arxiv.2210.06687,
title = {RWN: A Novel Neighborhood-Based Method for Statistical Disclosure Control},
author = {Noah Perry and Norman Matloff and Patrick Tendick},
journal= {arXiv preprint arXiv:2210.06687},
year = {2022}
}