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SDMW
2004
Springer
14 years 2 days ago
Achieving Privacy Preservation when Sharing Data for Clustering
Abstract. In this paper, we address the problem of protecting the underlying attribute values when sharing data for clustering. The challenge is how to meet privacy requirements an...
Stanley R. M. Oliveira, Osmar R. Zaïane
INFOCOM
2011
IEEE
12 years 10 months ago
STAP: A social-tier-assisted packet forwarding protocol for achieving receiver-location privacy preservation in VANETs
—Receiver-location privacy is an important security requirement in privacy-preserving Vehicular Ad hoc Networks (VANETs), yet the unavailable receiver’s location information ma...
Xiaodong Lin, Rongxing Lu, Xiaohui Liang, Xuemin S...
INFOCOM
2009
IEEE
14 years 1 months ago
An Efficient Privacy-Preserving Scheme against Traffic Analysis Attacks in Network Coding
— Privacy threat is one of the critical issues in network coding, where attacks such as traffic analysis can be easily launched by a malicious adversary once enough encoded packe...
Yanfei Fan, Yixin Jiang, Haojin Zhu, Xuemin Shen
KDD
2004
ACM
132views Data Mining» more  KDD 2004»
14 years 7 months ago
Privacy preserving regression modelling via distributed computation
Reluctance of data owners to share their possibly confidential or proprietary data with others who own related databases is a serious impediment to conducting a mutually beneficia...
Ashish P. Sanil, Alan F. Karr, Xiaodong Lin, Jerom...
ICDM
2007
IEEE
116views Data Mining» more  ICDM 2007»
14 years 1 months ago
Privacy-Preserving k-NN for Small and Large Data Sets
It is not surprising that there is strong interest in kNN queries to enable clustering, classification and outlierdetection tasks. However, previous approaches to privacypreservi...
Artak Amirbekyan, Vladimir Estivill-Castro