A major problem faced by intrusion detection is the inten- sive computation in the detection phase, and a possible solution is to reduce model redundancy, and thus economize the detection computa- tion. However, the existing literature lacks any formal evaluation of the significance of model redundancy for intrusion detection. In this paper, we try to do such an evaluation. First,
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