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» Privacy-preserving data publishing
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ICDE
2008
IEEE
161views Database» more  ICDE 2008»
15 years 11 months ago
Preserving Privacy in Social Networks Against Neighborhood Attacks
Recently, as more and more social network data has been published in one way or another, preserving privacy in publishing social network data becomes an important concern. With som...
Bin Zhou 0002, Jian Pei
SDM
2009
SIAM
113views Data Mining» more  SDM 2009»
15 years 7 months ago
Graph Generation with Prescribed Feature Constraints.
In this paper, we study the problem of how to generate synthetic graphs matching various properties of a real social network with two applications, privacy preserving social netwo...
Xiaowei Ying, Xintao Wu
ICDE
2006
IEEE
176views Database» more  ICDE 2006»
15 years 3 months ago
Deriving Private Information from Perturbed Data Using IQR Based Approach
Several randomized techniques have been proposed for privacy preserving data mining of continuous data. These approaches generally attempt to hide the sensitive data by randomly m...
Songtao Guo, Xintao Wu, Yingjiu Li
KDD
2007
ACM
121views Data Mining» more  KDD 2007»
15 years 10 months ago
Preserving the Privacy of Sensitive Relationships in Graph Data
Abstract. In this paper, we focus on the problem of preserving the privacy of sensitive relationships in graph data. We refer to the problem of inferring sensitive relationships fr...
Elena Zheleva, Lise Getoor
ESORICS
2009
Springer
15 years 4 months ago
Privacy in Georeferenced Context-Aware Services: A Survey
Location based services (LBS) are a specific instance of a broader class of Internet services that are predicted to become popular in a near future: context-aware services. The pr...
Daniele Riboni, Linda Pareschi, Claudio Bettini