157 search results - page 19 / 32 » State-of-the-art in privacy preserving data mining |
ICWS
2009
IEEE
14 years 4 months ago
2009
IEEE
Mashup is a web technology that combines information from more than one source into a single web application. This technique provides a new platform for different data providers t...
ICDM
2007
IEEE
14 years 1 months ago
2007
IEEE
It is not surprising that there is strong interest in kNN queries to enable clustering, classification and outlierdetection tasks. However, previous approaches to privacypreservi...
KDD
2007
ACM
14 years 8 months ago
2007
ACM
Data mining tasks such as supervised classification can often benefit from a large training dataset. However, in many application domains, privacy concerns can hinder the construc...
SDM
2007
SIAM
13 years 9 months ago
2007
SIAM
Data perturbation is a popular technique for privacypreserving data mining. The major challenge of data perturbation is balancing privacy protection and data quality, which are no...
ACSW
2007
13 years 9 months ago
2007
This paper presents a concept hierarchy-based approach to privacy preserving data collection for data mining called the P-level model. The P-level model allows data providers to d...