188 search results - page 16 / 38 » Quantification of a Privacy Preserving Data Mining Transform... |
102
Voted
ICDM
2009
IEEE
15 years 8 months ago
2009
IEEE
— Recent work [12] shows that conventional privacy preserving publishing techniques based on anonymity-groups are susceptible to corruption attacks. In a corruption attack, if th...
138
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ICDM
2010
IEEE
14 years 12 months ago
2010
IEEE
Abstract--This paper presents a framework for privacypreserving Gaussian Mixture Model computations. Specifically, we consider a scenario where a central service wants to learn the...
118
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AUSDM
2007
Springer
15 years 5 months ago
2007
Springer
Recently, privacy issues have become important in data analysis, especially when data is horizontally partitioned over several parties. In data mining, the data is typically repre...
KDD
2002
ACM
16 years 2 months ago
2002
ACM
We present a framework for mining association rules from transactions consisting of categorical items where the data has been randomized to preserve privacy of individual transact...
133
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CIKM
2006
Springer
15 years 5 months ago
2006
Springer
Distributed privacy preserving data mining tools are critical for mining multiple databases with a minimum information disclosure. We present a framework including a general model...