Innovative filtering techniques and customized analytics tools

The VAST 2009 Challenge consisted of three heterogeneous synthetic data sets organized into separate mini-challenges with minimal correspondence information. The challenge task was the identification of a suspected data theft from cyber and real-world traces. The grand challenge required integrating...

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Bibliographische Detailangaben
Hauptverfasser: Bosch, H., Heinrich, J., Muller, C., Hoferlin, B., Reina, G., Hoferlin, M., Worner, M., Koch, S.
Format: Tagungsbericht
Sprache:eng
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Beschreibung
Zusammenfassung:The VAST 2009 Challenge consisted of three heterogeneous synthetic data sets organized into separate mini-challenges with minimal correspondence information. The challenge task was the identification of a suspected data theft from cyber and real-world traces. The grand challenge required integrating the findings from the mini challenges into a plausible, consistent scenario. A mixture of linked, customized tools based on queryable models and rapid prototyping as well as generic analysis tools (developed in-house) helped us correctly solve all of the mini challenges. A collaborative analytic process was employed to reconstruct the scenario and to propose the correct steps for the reliable identification of the criminal organization based on activity traces of its members.
DOI:10.1109/VAST.2009.5334300