206 search results - page 2 / 42 » On the tradeoff between privacy and utility in data publishi... |
STOC
2009
ACM
14 years 6 months ago
2009
ACM
A mechanism for releasing information about a statistical database with sensitive data must resolve a trade-off between utility and privacy. Publishing fully accurate information ...
EDBTW
2010
Springer
14 years 4 days ago
2010
Springer
Published data is prone to privacy attacks. Sanitization methods aim to prevent these attacks while maintaining usefulness of the data for legitimate users. Quantifying the trade-...
NDSS
2008
IEEE
13 years 11 months ago
2008
IEEE
Accurate network measurement through trace collection is critical for advancing network design and for maintaining secure, reliable networks. Unfortunately, the release of network...
ICDM
2008
IEEE
13 years 11 months ago
2008
IEEE
We consider the problem of publishing sensitive transaction data with privacy preservation. High dimensionality of transaction data poses unique challenges on data privacy and dat...
PVLDB
2008
13 years 4 months ago
2008
Private data often comes in the form of associations between entities, such as customers and products bought from a pharmacy, which are naturally represented in the form of a larg...