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» Global Privacy Guarantee in Serial Data Publishing
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WISTP
2010
Springer
14 years 1 months ago
Fraud Detection for Voice over IP Services on Next-Generation Networks
The deployment of Next-Generation Networks (NGN) is a challenge that requires integrating heterogeneous services into a global system of All-IP telecommunications. These networks c...
Igor Ruiz-Agundez, Yoseba K. Penya, Pablo Garcia B...
ICDM
2009
IEEE
133views Data Mining» more  ICDM 2009»
14 years 28 days ago
On K-Means Cluster Preservation Using Quantization Schemes
This work examines under what conditions compression methodologies can retain the outcome of clustering operations. We focus on the popular k-Means clustering algorithm and we dem...
Deepak S. Turaga, Michail Vlachos, Olivier Versche...
SAC
2006
ACM
14 years 6 days ago
Privacy-preserving SVM using nonlinear kernels on horizontally partitioned data
Traditional Data Mining and Knowledge Discovery algorithms assume free access to data, either at a centralized location or in federated form. Increasingly, privacy and security co...
Hwanjo Yu, Xiaoqian Jiang, Jaideep Vaidya
SIGMOD
2008
ACM
89views Database» more  SIGMOD 2008»
14 years 6 months ago
Towards identity anonymization on graphs
The proliferation of network data in various application domains has raised privacy concerns for the individuals involved. Recent studies show that simply removing the identities ...
Kun Liu, Evimaria Terzi
SRDS
2010
IEEE
13 years 4 months ago
P-Store: Genuine Partial Replication in Wide Area Networks
Partial replication is a way to increase the scalability of replicated systems since updates only need to be applied to a subset of the system's sites, thus allowing replicas...
Nicolas Schiper, Pierre Sutra, Fernando Pedone