251 search results - page 6 / 51 » On privacy preservation against adversarial data mining |
PODS
2003
ACM
14 years 7 months ago
2003
ACM
There has been increasing interest in the problem of building accurate data mining models over aggregate data, while protecting privacy at the level of individual records. One app...
ICDT
2010
ACM
14 years 10 days ago
2010
ACM
In disclosing micro-data with sensitive attributes, the goal is usually two fold. First, the data utility of disclosed data should be maximized for analysis purposes. Second, the ...
ISI
2007
Springer
13 years 7 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...
ICDM
2005
IEEE
14 years 1 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...
EDBT
2004
ACM
14 years 7 months ago
2004
ACM
In recent years, privacy preserving data mining has become an important problem because of the large amount of personal data which is tracked by many business applications. In many...