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» Privacy in dynamic social networks
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CSE
2009
IEEE
13 years 5 months ago
Size Matters: Variation in Personal Network Size, Personality and Effect on Information Transmission
In the last decade, there has been a massive increase in network research across both the social and physical sciences. In Physics and Mathematics, there have been extensive work o...
Yu-En Lu, Sam Roberts, Pietro Liò, Robin Du...
IMC
2009
ACM
14 years 2 months ago
Scalable proximity estimation and link prediction in online social networks
Proximity measures quantify the closeness or similarity between nodes in a social network and form the basis of a range of applications in social sciences, business, information t...
Han Hee Song, Tae Won Cho, Vacha Dave, Yin Zhang, ...
CSE
2009
IEEE
13 years 5 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
SDM
2009
SIAM
113views Data Mining» more  SDM 2009»
14 years 5 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
CCR
2010
169views more  CCR 2010»
13 years 7 months ago
On the leakage of personally identifiable information via online social networks
For purposes of this paper, we define "Personally identifiable information" (PII) as information which can be used to distinguish or trace an individual's identity ...
Balachander Krishnamurthy, Craig E. Wills