116 search results - page 15 / 24 » On the Design and Quantification of Privacy Preserving Data ... |
ICDM
2010
IEEE
13 years 5 months ago
2010
IEEE
Background knowledge is an important factor in privacy preserving data publishing. Probabilistic distributionbased background knowledge is a powerful kind of background knowledge w...
KDD
2007
ACM
14 years 7 months ago
2007
ACM
Abstract. As more and more person-specific data like health information becomes available, increasing attention is paid to confidentiality and privacy protection. One proposed mode...
KDD
2010
ACM
13 years 11 months ago
2010
ACM
Discovering frequent patterns from data is a popular exploratory technique in data mining. However, if the data are sensitive (e.g. patient health records, user behavior records) ...
SDM
2009
SIAM
14 years 4 months ago
2009
SIAM
Most existing work on Privacy-Preserving Data Mining (PPDM) focus on enabling conventional data mining algorithms with the ability to run in a secure manner in a multi-party setti...
KDD
2009
ACM
14 years 7 months ago
2009
ACM
In data publishing, anonymization techniques such as generalization and bucketization have been designed to provide privacy protection. In the meanwhile, they reduce the utility o...