POSEIDON:基于异常的两层网络入侵检测系统

Fourth IEEE International Workshop on Information Assurance (IWIA'06) Pub Date : 2005-11-11 DOI:10.1109/IWIA.2006.18

D. Bolzoni, S. Etalle, P. Hartel, E. Zambon

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引用次数: 118

摘要

提出了一种新的基于异常的网络入侵检测系统POSEIDON。POSEIDON是基于有效载荷的，并且具有两层架构:第一阶段由一个自组织映射组成，而第二阶段是一个修改的PAYL系统。我们在1999年DARPA数据集上的基准测试表明，与PAYL和PHAD相比，PAYL和PHAD的检出率更高，假阳性数量更少

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POSEIDON: a 2-tier anomaly-based network intrusion detection system

We present POSEIDON, a new anomaly-based network intrusion detection system. POSEIDON is payload-based, and has a two-tier architecture: the first stage consists of a self-organizing map, while the second one is a modified PAYL system. Our benchmarks on the 1999 DARPA data set show a higher detection rate and lower number of false positives than PAYL and PHAD

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Fourth IEEE International Workshop on Information Assurance (IWIA'06)

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