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» Protecting Data Privacy in Structured P2P Networks
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MDAI
2007
Springer
14 years 1 months ago
A Public-Key Protocol for Social Networks with Private Relationships
Abstract. The need for protecting the privacy of relationships in social networks has recently been stressed in the literature. Conventional protection mechanisms in those networks...
Josep Domingo-Ferrer
PVLDB
2008
146views more  PVLDB 2008»
13 years 7 months ago
Resisting structural re-identification in anonymized social networks
We identify privacy risks associated with releasing network data sets and provide an algorithm that mitigates those risks. A network consists of entities connected by links repres...
Michael Hay, Gerome Miklau, David Jensen, Donald F...
ISI
2005
Springer
14 years 1 months ago
Integrating Private Databases for Data Analysis
In today’s globally networked society, there is a dual demand on both information sharing and information protection. A typical scenario is that two parties wish to integrate the...
Ke Wang, Benjamin C. M. Fung, Guozhu Dong
PAKDD
2009
ACM
133views Data Mining» more  PAKDD 2009»
14 years 2 months ago
On Link Privacy in Randomizing Social Networks
Many applications of social networks require relationship anonymity due to the sensitive, stigmatizing, or confidential nature of relationship. Recent work showed that the simple ...
Xiaowei Ying, Xintao Wu
SDM
2009
SIAM
125views Data Mining» more  SDM 2009»
14 years 4 months ago
Identifying Unsafe Routes for Network-Based Trajectory Privacy.
In this paper, we propose a privacy model that offers trajectory privacy to the requesters of Location-Based Services (LBSs), by utilizing an underlying network of user movement. ...
Aris Gkoulalas-Divanis, Mohamed F. Mokbel, Vassili...