207 search results - page 7 / 42 » Limiting privacy breaches in privacy preserving data mining |
ICDM
2005
IEEE
15 years 5 months ago
2005
IEEE
Privacy consideration has much significance in the application of data mining. It is very important that the privacy of individual parties will not be exposed when data mining te...
128
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EDBT
2004
ACM
15 years 11 months ago
2004
ACM
In recent years, privacy preserving data mining has become an important problem because of the large amount of personal data which is tracked by many business applications. In many...
113
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PAISI
2010
Springer
14 years 9 months ago
2010
Springer
Abstract. This paper introduces an efficient privacy-preserving protocol for distributed K-means clustering over an arbitrary partitioned data, shared among N parties. Clustering i...
DASFAA
2004
IEEE
15 years 3 months ago
2004
IEEE
Data mining services require accurate input data for their results to be meaningful, but privacy concerns may influence users to provide spurious information. To encourage users to...
100
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SIGKDD
2002
14 years 11 months ago
2002
Suppose there are many clients, each having some personal information, and one server, which is interested only in aggregate, statistically significant, properties of this informa...