Reconstruction Privacy: Enabling Statistical Learning

EDBT, pp. 469-480, 2015.

Cited by: 5|Bibtex|Views68
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Other Links: dblp.uni-trier.de|academic.microsoft.com

Abstract:

Non-independent reasoning (NIR) allows the information about one record in the data to be learnt from the information of other records in the data. Most posterior/prior based privacy criteria consider NIR as a privacy violation and require to smooth the distribution of published data to avoid sensitive NIR. The drawback of this approach i...More

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