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    Evaluation of machine learning techniques for imbalanced data in IDS
    by Mokaramian, Shahram
    Published 2013
    “... with the new rebalanced data. The benchmark DARPA KDDCup 1999 IDS dataset was used. SMOTE was implemented...”
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