METHOD FOR MALWARE ANALYSIS BASED ON DATA CLUSTERING

METHOD FOR MALWARE ANALYSIS BASED ON DATA CLUSTERING

The present disclosure relates to a data analysis system that automatically generates clustered data structures, automatically analyzes those clustered data structures, and provides results of the automated analysis in an optimized way to an analyst. The automated analysis of the clustered data stru...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: MA, Jason, SPRAGUE, Matthew, NEPOMNYASHCHIY, Ilya, THOMPSON, James, KROSS, Michael, BOORTZ, Julia, SMALIY, Alex, BOROCHOFF, Adam, BERLER, Steven, HARRIS, Michael, GROSSMAN, Jack, COHEN, David, MENON, Parvathy, FU, Bing Jie
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
CALCULATING
COMPUTING
COUNTING
ELECTRIC COMMUNICATION TECHNIQUE
ELECTRIC DIGITAL DATA PROCESSING
ELECTRICITY
PHYSICS
TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION
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Beschreibung
Zusammenfassung:The present disclosure relates to a data analysis system that automatically generates clustered data structures, automatically analyzes those clustered data structures, and provides results of the automated analysis in an optimized way to an analyst. The automated analysis of the clustered data structures includes an automated application of various criteria or rules so as to generate a compact, human-readable analysis of the data clusters. The human-readable analyses of the data clusters is organized into an interactive user interface so as to enable an analyst to quickly navigate among information associated with various data clusters and efficiently evaluate those data clusters in the context of, for example, a fraud investigation. The present invention also relates to automated scoring of the clustered data structures.