387 search results - page 6 / 78 » Data mining with differential privacy |
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EDBT
2004
ACM
15 years 10 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...
ICDE
2010
IEEE
15 years 9 months ago
2010
IEEE
Privacy preserving data publishing has attracted considerable research interest in recent years. Among the existing solutions, -differential privacy provides one of the strongest p...
PAKDD
2005
ACM
15 years 3 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 ...
DASFAA
2004
IEEE
15 years 1 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...
DMKD
2004
ACM
15 years 3 months ago
2004
ACM
Privacy concerns have become an important issue in data mining. A popular way to preserve privacy is to randomize the dataset to be mined in a systematic way and mine the randomiz...