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计算机应用 2007
Intrusion detection based on neural network ensemble
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Abstract:
This paper put forward a new intrusion detection method based on neural network ensemble. First, we trained neural network by using different methods to deal with different data, to elevate the ability of detecting small intrusion and prevent neural network degeneration during training; then, the improved Genetic Algorithm was used to optimize neural network ensemble weight. Theory and experiment show that this method has better ability in intrusion detection.