282 search results - page 23 / 57 » Optimal randomization for privacy preserving data mining |
SDM
2004
SIAM
13 years 9 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...
SIGMOD
2012
ACM
11 years 10 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
14 years 1 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...
HASE
2008
IEEE
14 years 2 months ago
2008
IEEE
Privacy, preservation and performance (“3 P’s”) are central design objectives for distributed data management systems. However, these objectives tend to compete with one ano...
SIGMOD
2010
ACM
13 years 8 months 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...