Sciweavers

2958 search results - page 9 / 592
» Using Anonymized Data for Classification
Sort
View
ICDE
2009
IEEE
1081views Database» more  ICDE 2009»
15 years 10 months ago
Modeling and Integrating Background Knowledge in Data Anonymization
Recent work has shown the importance of considering the adversary’s background knowledge when reasoning about privacy in data publishing. However, it is very difficult for the d...
Tiancheng Li, Ninghui Li, Jian Zhang
KDD
2008
ACM
163views Data Mining» more  KDD 2008»
14 years 11 months ago
The cost of privacy: destruction of data-mining utility in anonymized data publishing
Re-identification is a major privacy threat to public datasets containing individual records. Many privacy protection algorithms rely on generalization and suppression of "qu...
Justin Brickell, Vitaly Shmatikov
GIS
2007
ACM
14 years 12 months ago
Location anonymity in continuous location-based services
A major concern for large-scale deployment of location-based services (LBSs) is the potential abuse of their client location data, which may imply sensitive personal information. ...
Toby Xu, Ying Cai
MOBIQUITOUS
2007
IEEE
14 years 5 months ago
Anonymous Data Collection in Sensor Networks
—Sensor networks involving human participants will require privacy protection before wide deployment is feasible. This paper proposes and evaluates a set of protocols that enable...
James Horey, Michael M. Groat, Stephanie Forrest, ...
ICDE
2008
IEEE
150views Database» more  ICDE 2008»
15 years 7 days ago
On the Anonymization of Sparse High-Dimensional Data
Abstract-- Existing research on privacy-preserving data publishing focuses on relational data: in this context, the objective is to enforce privacy-preserving paradigms, such as ka...
Gabriel Ghinita, Yufei Tao, Panos Kalnis