743 search results - page 17 / 149 » Performance Measurements for Privacy Preserving Data Mining |
116
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ICDE
2006
IEEE
15 years 7 months ago
2006
IEEE
Data integration has been a long standing challenge to the database and data mining communities. This need has become critical in numerous contexts, including building e-commerce ...
101
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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...
137
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ICDM
2010
IEEE
14 years 11 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...