188 search results - page 20 / 38 » Quantification of a Privacy Preserving Data Mining Transform... |
140
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ICDM
2009
IEEE
15 years 8 months ago
2009
IEEE
—The concept of differential privacy as a rigorous definition of privacy has emerged from the cryptographic community. However, further careful evaluation is needed before we ca...
116
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PKDD
2007
Springer
15 years 8 months ago
2007
Springer
Randomized Response techniques have been empirically investigated in privacy preserving association rule mining. However, previous research on privacy preserving market basket data...
101
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KDD
2010
ACM
15 years 5 months ago
2010
ACM
Motivated by the insufficiency of the existing quasi-identifier/sensitiveattribute (QI-SA) framework on modeling real-world privacy requirements for data publishing, we propose ...
CORR
2008
Springer
15 years 2 months ago
2008
Springer
We consider privacy preserving decision tree induction via ID3 in the case where the training data is horizontally or vertically distributed. Furthermore, we consider the same pro...
ISI
2005
Springer
15 years 7 months ago
2005
Springer
Data distortion is a critical component to preserve privacy in security-related data mining applications, such as in data miningbased terrorist analysis systems. We propose a spars...