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ICDM
2010
IEEE
160views Data Mining» more  ICDM 2010»
14 years 9 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
PET
2012
Springer
13 years 2 months ago
PRISM - Privacy-Preserving Search in MapReduce
We present PRISM, a privacy-preserving scheme for word search in cloud computing. In the face of a curious cloud provider, the main challenge is to design a scheme that achieves pr...
Erik-Oliver Blass, Roberto Di Pietro, Refik Molva,...
CCS
2007
ACM
15 years 6 months ago
Preserving privacy in gps traces via uncertainty-aware path cloaking
Motivated by a probe-vehicle based automotive traffic monitoring system, this paper considers the problem of guaranteed anonymity in a dataset of location traces while maintainin...
Baik Hoh, Marco Gruteser, Hui Xiong, Ansaf Alrabad...
FC
2010
Springer
158views Cryptology» more  FC 2010»
14 years 12 months ago
A Secure and Privacy-Preserving Targeted Ad-System
Thanks to its low product-promotion cost and its efficiency, targeted online advertising has become very popular. Unfortunately, being profile-based, online advertising methods vio...
Elli Androulaki, Steven M. Bellovin
VTC
2010
IEEE
167views Communications» more  VTC 2010»
14 years 10 months ago
An Efficient Authentication Scheme for Security and Privacy Preservation in V2I Communications
—In this paper, we propose a mutual authentication and key agreement scheme for V2I communications. Our scheme improves security and privacy protection compared with the existing...
Jung-Yoon Kim, Hyoung-Kee Choi, John A. Copeland