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AUSDM
2007
Springer
165views Data Mining» more  AUSDM 2007»
15 years 1 months ago
A New Efficient Privacy-Preserving Scalar Product Protocol
Recently, privacy issues have become important in data analysis, especially when data is horizontally partitioned over several parties. In data mining, the data is typically repre...
Artak Amirbekyan, Vladimir Estivill-Castro
INFOCOM
2011
IEEE
14 years 1 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...
ICDE
2007
IEEE
123views Database» more  ICDE 2007»
15 years 3 months ago
Privacy Preserving Pattern Discovery in Distributed Time Series
The search for unknown frequent pattern is one of the core activities in many time series data mining processes. In this paper we present an extension of the pattern discovery pro...
Josenildo Costa da Silva, Matthias Klusch
ESORICS
2005
Springer
15 years 3 months ago
Privacy Preserving Clustering
The freedom and transparency of information flow on the Internet has heightened concerns of privacy. Given a set of data items, clustering algorithms group similar items together...
Somesh Jha, Louis Kruger, Patrick McDaniel
SBBD
2003
135views Database» more  SBBD 2003»
14 years 11 months ago
Privacy Preserving Clustering by Data Transformation
Despite its benefit in a wide range of applications, data mining techniques also have raised a number of ethical issues. Some such issues include those of privacy, data security,...
Stanley R. M. Oliveira, Osmar R. Zaïane