387 search results - page 24 / 78 » Data mining with differential privacy |
SDM
2007
SIAM
14 years 11 months ago
2007
SIAM
The secure multi-party computation (SMC) model provides means for balancing the use and confidentiality of distributed data. Increasing security concerns have led to a surge in w...
ICDM
2008
IEEE
15 years 4 months ago
2008
IEEE
Constraint-based mining has been proven to be extremely useful for supporting actionable pattern discovery. However, useful conjunctions of constraints that support domain driven ...
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PAKDD
2007
ACM
15 years 4 months ago
2007
ACM
In this paper, we study the privacy-preserving decision tree building problem on vertically partitioned data. We made two contributions. First, we propose a novel hybrid approach, ...
DMIN
2006
14 years 11 months ago
2006
Data mining techniques, in spite of their benefit in a wide range of applications have also raised threat to privacy and data security. This paper addresses the problem of preservi...
KDD
2003
ACM
15 years 10 months ago
2003
ACM
Privacy and security concerns can prevent sharing of data, derailing data mining projects. Distributed knowledge discovery, if done correctly, can alleviate this problem. The key ...