Sciweavers

56 search results - page 2 / 12
» Privacy Preserving Query Processing Using Third Parties
Sort
View
COMPSAC
2009
IEEE
13 years 10 months ago
ELALPS: A Framework to Eliminate Location Anonymizer from Location Privacy Systems
—Countless challenges to preserving a user’s location privacy exist and have become more important than ever before with the proliferation of handheld devices and the pervasive...
Mehrab Monjur, Sheikh Iqbal Ahamed, Chowdhury Shar...
SDM
2004
SIAM
242views Data Mining» more  SDM 2004»
13 years 6 months ago
Privacy-Preserving Multivariate Statistical Analysis: Linear Regression and Classification
Multivariate statistical analysis is an important data analysis technique that has found applications in various areas. In this paper, we study some multivariate statistical analy...
Wenliang Du, Yunghsiang S. Han, Shigang Chen
SDM
2008
SIAM
135views Data Mining» more  SDM 2008»
13 years 6 months ago
Preemptive Measures against Malicious Party in Privacy-Preserving Data Mining
Currently, many privacy-preserving data mining (PPDM) algorithms assume the semi-honest model and/or malicious model of multi-party interaction. However, both models are far from ...
Shuguo Han, Wee Keong Ng
PET
2009
Springer
13 years 12 months ago
Privacy-Preserving Face Recognition
Abstract. Face recognition is increasingly deployed as a means to unobtrusively verify the identity of people. The widespread use of biometrics raises important privacy concerns, i...
Zekeriya Erkin, Martin Franz, Jorge Guajardo, Stef...
ICDM
2010
IEEE
160views Data Mining» more  ICDM 2010»
13 years 3 months ago
A Privacy Preserving Framework for Gaussian Mixture Models
Abstract--This paper presents a framework for privacypreserving Gaussian Mixture Model computations. Specifically, we consider a scenario where a central service wants to learn the...
Madhusudana Shashanka