207 search results - page 6 / 42 » Limiting privacy breaches in privacy preserving data mining |
ICDM
2009
IEEE
15 years 6 months ago
2009
IEEE
Abstract—Data sanitization has been used to restrict reidentification of individuals and disclosure of sensitive information from published data. We propose an attack on the pri...
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ISI
2007
Springer
14 years 11 months ago
2007
Springer
Privacy-preserving data mining is an important issue in the areas of data mining and security. In this paper, we study how to conduct association rule mining, one of the core data...
TDP
2008
14 years 11 months ago
2008
Publishing data for analysis from a micro data table containing sensitive attributes, while maintaining individual privacy, is a problem of increasing significance today. The k-ano...
ICDCS
2011
IEEE
13 years 11 months ago
2011
IEEE
— In the emerging cloud computing paradigm, data owners become increasingly motivated to outsource their complex data management systems from local sites to the commercial public...
PAKDD
2005
ACM
15 years 5 months ago
2005
ACM
Abstract. This paper establishes the foundation for the performance measurements of privacy preserving data mining techniques. The performance is measured in terms of the accuracy ...