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ICDM
2005
IEEE
133views Data Mining» more  ICDM 2005»
13 years 10 months ago
Summarization - Compressing Data into an Informative Representation
In this paper, we formulate the problem of summarization of a dataset of transactions with categorical attributes as an optimization problem involving two objective functions - co...
Varun Chandola, Vipin Kumar
CIKM
2007
Springer
13 years 10 months ago
A dual-view approach to interactive network visualization
Visualizing network data, from tree structures to arbitrarily connected graphs, is a difficult problem in information visualization. A large part of the problem is that in network...
Galileo Namata, Brian Staats, Lise Getoor, Ben Shn...
NDSS
2007
IEEE
13 years 11 months ago
Playing Devil's Advocate: Inferring Sensitive Information from Anonymized Network Traces
Encouraging the release of network data is central to promoting sound network research practices, though the publication of this data can leak sensitive information about the publ...
Scott E. Coull, Charles V. Wright, Fabian Monrose,...
TRIDENTCOM
2008
IEEE
13 years 11 months ago
A case study in testing a network security algorithm
Several difficulties arise when testing network security algorithms. First, using network data captured at a router does not guarantee that any instances of the security event of...
Carrie Gates
NDSS
2008
IEEE
13 years 11 months ago
Taming the Devil: Techniques for Evaluating Anonymized Network Data
Anonymization plays a key role in enabling the public release of network datasets, and yet there are few, if any, techniques for evaluating the efficacy of network data anonymiza...
Scott E. Coull, Charles V. Wright, Angelos D. Kero...