Defining Privacy for Data Mining
Chris Clifton, Murat Kantarcıoğlu, Jaideep S. Vaidya · 2002
Privacy preserving data mining -- getting valid data mining results without learning the underlying data values -- has been receiving attention in the research community and beyond. It is unclear what privacy preserving means. This paper provides a framework and metrics for discussing the meaning of privacy preserving data mining, as a foundation for further research in this field.