NDLI: Design and implementation of a distributed IDS alert aggregation model

Content Provider	IEEE Xplore Digital Library
Author	Guo Fan Ye JiHua Yu Min
Copyright Year	2009
Description	Author affiliation: College of Computer Information Engineering, Jiangxi Normal University, Nanchang, China (Guo Fan; Ye JiHua; Yu Min)
Abstract	How to aggregate and reduce duplicated alerts from different IDSs is one of the most important problems in distributed IDS research area. The article proposes a distributed alert aggregation model composed of local components and network components. Local components transform raw alerts originating from traditional IDSs to IDMEF-based alerts with uniform format, which are sent to network components. Network components aggregate similar alerts into a meta-alert, using an aggregation algorithm based on category and feature similarity. A subscription-based communication mechanism is and multiple kinds of messages are also proposed to meet the demands of the communication between the components and to realize information share in the whole network. Experiments on DARPA99 data set indicated the effectiveness of the model.
Starting Page	975
Ending Page	980
File Size	614619
Page Count	6
File Format	PDF
ISBN	9781424435203
DOI	10.1109/ICCSE.2009.5228172
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-07-25
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Algorithm design and analysis Educational institutions Spatial databases Distributed computing Feature Similarity Computer science Design engineering Aggregates Intrusion detection Distributed databases IDS Computer science education Alert Aggregation
Content Type	Text
Resource Type	Article

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