Sciweavers

Share
188 search results - page 1 / 38
» Quantification of a Privacy Preserving Data Mining Transform...
Sort
View
DMIN
2006
138views Data Mining» more  DMIN 2006»
11 years 2 months ago
Quantification of a Privacy Preserving Data Mining Transformation
Data mining, with its promise to extract valuable, previously unknown and potentially useful patterns or knowledge from large data sets that contain private information is vulnerab...
Mohammed Ketel
PODS
2001
ACM
148views Database» more  PODS 2001»
12 years 1 months ago
On the Design and Quantification of Privacy Preserving Data Mining Algorithms
The increasing ability to track and collect large amounts of data with the use of current hardware technology has lead to an interest in the development of data mining algorithms ...
Dakshi Agrawal, Charu C. Aggarwal
ICDE
2008
IEEE
157views Database» more  ICDE 2008»
12 years 2 months ago
OptRR: Optimizing Randomized Response Schemes for Privacy-Preserving Data Mining
The randomized response (RR) technique is a promising technique to disguise private categorical data in Privacy-Preserving Data Mining (PPDM). Although a number of RR-based methods...
Zhengli Huang, Wenliang Du
SBBD
2003
135views Database» more  SBBD 2003»
11 years 2 months ago
Privacy Preserving Clustering by Data Transformation
Despite its beneļ¬t in a wide range of applications, data mining techniques also have raised a number of ethical issues. Some such issues include those of privacy, data security,...
Stanley R. M. Oliveira, Osmar R. Zaïane
SDM
2007
SIAM
118views Data Mining» more  SDM 2007»
11 years 2 months ago
On Privacy-Preservation of Text and Sparse Binary Data with Sketches
In recent years, privacy preserving data mining has become very important because of the proliferation of large amounts of data on the internet. Many data sets are inherently high...
Charu C. Aggarwal, Philip S. Yu
books