Unknown malcode detection via text categorization and the imbalance problem

Abstract

Todaypsilas signature-based anti-viruses are very accurate, but are limited in detecting new malicious code. Currently, dozens of new malicious codes are created every day, and this number is expected to increase in the coming years. Recently, classification algorithms were used successfully for the detection of unknown malicious code. These studies used a… (More)
DOI: 10.1109/ISI.2008.4565046

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