446 search results - page 19 / 90 » Randomization in Privacy-Preserving Data Mining |
120
Voted
SDM
2004
SIAM
15 years 1 months ago
2004
SIAM
Multivariate statistical analysis is an important data analysis technique that has found applications in various areas. In this paper, we study some multivariate statistical analy...
136
click to vote
SIGMOD
2012
ACM
13 years 2 months ago
2012
ACM
It is often highly valuable for organizations to have their data analyzed by external agents. However, any program that computes on potentially sensitive data risks leaking inform...
DAWAK
2005
Springer
15 years 6 months ago
2005
Springer
To preserve private information while providing thorough analysis is one of the significant issues in OLAP systems. One of the challenges in it is to prevent inferring the sensitiv...
130
Voted
SIGMOD
2010
ACM
15 years 20 days ago
2010
ACM
Most previous research on privacy-preserving data publishing, based on the k-anonymity model, has followed the simplistic approach of homogeneously giving the same generalized val...
112
Voted
CIKM
2006
Springer
15 years 4 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...