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2006 Peer-reviewed

Software Development for SDC in R

Matthias Templ — Privacy in Statistical Databases (Lecture Notes in Computer Science 4302)

Abstract

This early paper reports on developing statistical disclosure control software in R, at a time when few open, reproducible tools for anonymising microdata existed. It motivates the case for a free, script-based environment in which risk estimation and protection methods can be combined transparently and re-run on new data. The ideas and prototype described here grew into the sdcMicro package. Presented at Privacy in Statistical Databases, it marks the starting point of a line of open-source SDC tooling that the author has maintained ever since.

statistical disclosure control software R microdata