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ICDM
2010
IEEE
160views Data Mining» more  ICDM 2010»
13 years 7 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
12 years 9 days 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
14 years 4 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»
13 years 10 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»
13 years 8 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