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- W2383054402 abstract "A multi-agent distributed intrusion detection method based on random subspace method is put forward.Support vector machine method is the key detection algorithm of intrusion detection agent.The knowledge complementarity of multiple agents is created by the introduction of random subspace method,then these agents are distributed to detection nodes in the network.Subsequently the conclusions of each agent are composed by the ensemble idea.The robustness of the system is effectively improved by distributed intrusion detection based on multi agent.The experiment results show that detection precision of this method is higher than that of single SVM and Bagging." @default.
- W2383054402 created "2016-06-24" @default.
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- W2383054402 date "2007-01-01" @default.
- W2383054402 modified "2023-09-24" @default.
- W2383054402 title "Multi-agent Distributed Intrusion Detection Based on Random Subspace Method" @default.
- W2383054402 hasPublicationYear "2007" @default.
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