35 search results - page 1 / 7 » A Framework for High-Accuracy Privacy-Preserving Mining |
ICDE
2005
IEEE
14 years 5 months ago
2005
IEEE
To preserve client privacy in the data mining process, a variety of techniques based on random perturbation of individual data records have been proposed recently. In this paper, ...
PAKDD
2007
ACM
13 years 10 months ago
2007
ACM
Privacy-preserving data mining techniques could encourage health data custodians to provide accurate information for mining by ensuring that the data mining procedures and results ...
ISI
2007
Springer
13 years 4 months ago
2007
Springer
Privacy-preserving data mining is an important issue in the areas of data mining and security. In this paper, we study how to conduct association rule mining, one of the core data...
ACSW
2004
13 years 6 months ago
2004
Nowadays organizations all over the world are dependent on mining gigantic datasets. These datasets typically contain delicate individual information, which inevitably gets expose...
PKDD
2007
Springer
13 years 10 months ago
2007
Springer
Abstract. Analysis of privacy-sensitive data in a multi-party environment often assumes that the parties are well-behaved and they abide by the protocols. Parties compute whatever ...