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It’s interesting how this is such a useful technique as part of de-identifying datasets but there aren’t many packages for calculating optimal or even simple ch
by prepend 6y ago
It’s interesting how this is such a useful technique as part of de-identifying datasets but there aren’t many packages for calculating optimal or even simple changes for data to make them k-anonymous.
Wikipedia calls out k-optimize but the paper just has pseudo-code and I expected more reusable packages to exist.
I’ve used sdcmicro in R [0], but it isn’t practical for large datasets with multiple quasi-identifiers.
[0] http://www.ihsn.org/software/disclosure-control-toolbox http://www.ihsn.org/software/disclosure-control-toolbox