McBoost: Boosting Scalability in Malware Collection and Analysis Using Statistical Classification of Executables

    Anaheim, CA, 2008, Pages 301-310.

    Cited by: 137|Bibtex|Views31|Links
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    Keywords:
    digital signaturesinvasive softwareArea Under the ROC curveMalware Collection BoosterMcBoostMore(6+)

    Abstract:

    In this work, we propose Malware Collection Booster (McBoost), a fast statistical malware detection tool that is intended to improve the scalability of existing malware collection and analysis approaches. Given a large collection of binaries that may contain both hitherto unknown malware and benign executables, McBoost reduces the overall...More

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