Dynamic information source selection for intrusion detection systems

作者: Martin Rehak , Michal Pechoucek , Martin Grill , Karel Bartos , Eugen Staab

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摘要: Our work presents a mechanism designed for the selection of optimal information provider in multi-agent, heterogeneous and unsupervised monitoring system. The self-adaptation is based on insertion small set prepared challenges that are processed together with real events observed by evaluation system response to these used select source. algorithm uses concept trust identify best source optimize number inserted into intrusion/fraud detection systems, which frequently deployed as part online transaction processing (banking, telecommunications or process systems). approach features adjustment its configuration dynamic adaptation changing environment, both vital domains.

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