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The KDD Cup '99 data set has been widely used to evaluate intrusion detection prototypes, most based on machine learning techniques, for nearly a decade. The data set served well in the KDD Cup '99 competition to demonstrate that machine learning can
Engen et al. (Fri,) studied this question.