387 search results - page 5 / 78 » Data mining with differential privacy |
PSD
2010
Springer
14 years 8 months ago
2010
Springer
Recently Sarathy and Muralidhar (2009) provided the first attempt at illustrating the implementation of differential privacy for numerical data. In this paper, we attempt to provid...
SDM
2007
SIAM
14 years 11 months ago
2007
SIAM
String data is especially important in the privacy preserving data mining domain because most DNA and biological data is coded as strings. In this paper, we will discuss a new met...
107
click to vote
SIGMOD
2012
ACM
13 years 7 days ago
2012
ACM
Data privacy has been an important research topic in the security, theory and database communities in the last few decades. However, many existing studies have restrictive assumpt...
107
click to vote
CIKM
2009
Springer
15 years 2 months ago
2009
Springer
Data mining can extract important knowledge from large data collections - but sometimes these collections are split among various parties. Privacy concerns may prevent the parties...
ICDM
2005
IEEE
15 years 3 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...