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ICDE
2010
IEEE
260views Database» more  ICDE 2010»
14 years 4 months ago
Anonymizing Weighted Social Network Graphs
The increasing popularity of social networks has initiated a fertile research area in information extraction and data mining. Although such analysis can facilitate better understan...
Sudipto Das, Ömer Egecioglu, Amr El Abbadi
CORR
2010
Springer
218views Education» more  CORR 2010»
13 years 2 months ago
Anonimos: An LP based Approach for Anonymizing Weighted Social Network Graphs
Sudipto Das, Ömer Egecioglu, Amr El Abbadi
SDM
2009
SIAM
331views Data Mining» more  SDM 2009»
14 years 1 months ago
Privacy Preservation in Social Networks with Sensitive Edge Weights.
With the development of emerging social networks, such as Facebook and MySpace, security and privacy threats arising from social network analysis bring a risk of disclosure of con...
Jie Wang, Jinze Liu, Jun Zhang, Lian Liu
CSE
2009
IEEE
13 years 2 months ago
Edge Anonymity in Social Network Graphs
Edges in social network graphs can model sensitive relationships. In this paper, we consider the problem of edges anonymity in graphs. We propose a probabilistic notion of edge ano...
Lijie Zhang, Weining Zhang
CCS
2009
ACM
14 years 5 months ago
The union-split algorithm and cluster-based anonymization of social networks
Knowledge discovery on social network data can uncover latent social trends and produce valuable findings that benefit the welfare of the general public. A growing amount of resea...
Brian Thompson, Danfeng Yao