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SOCIALCOM
2010
13 years 2 months ago
Estimating the Size of Online Social Networks
The huge size of online social networks (OSNs) makes it prohibitively expensive to precisely measure any properties which require the knowledge of the entire graph. To estimate the...
Shaozhi Ye, Shyhtsun Felix Wu
SOCIALCOM
2010
12 years 11 months ago
Incentive Compatible Distributed Data Mining
Abstract--In this paper, we propose a game-theoretic mechanism to encourage truthful data sharing for distributed data mining. Our proposed mechanism uses the classic VickreyClarke...
Murat Kantarcioglu, Robert Nix
SOCIALCOM
2010
13 years 2 months ago
Securing Shareable Life-logs
Sharing life-log information in a social community has many advantages, both for the user and society. But sharing any type of personal information is a threat to privacy. In parti...
Reza Rawassizadeh, A Min Tjoa
SOCIALCOM
2010
13 years 2 months ago
q-Anon: Rethinking Anonymity for Social Networks
This paper proposes that social network data should be assumed public but treated private. Assuming this rather confusing requirement means that anonymity models such as kanonymity...
Aaron Beach, Mike Gartrell, Richard Han
SOCIALCOM
2010
13 years 2 months ago
Anomaly Detection in Feedback-based Reputation Systems through Temporal and Correlation Analysis
As the value of reputation systems is widely recognized, the incentive to manipulate such systems is rapidly growing. We propose TAUCA, a scheme that identifies malicious users and...
Yuhong Liu, Yan (Lindsay) Sun