Defining Privacy for Data Mining
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Author
Chris Clifton
Entry type
inbook
Abstract
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.
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Date
2004
Booktitle
Data Mining: Next Generation Challenges and Future Directions
Key alpha
Clifton
Pages
255-272
Publisher
AAAI Press
Publication Date
2004-01-01