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A parallel technique for improving the performance of signature-based network intrusion detection system

机译:一种提高基于签名的网络入侵检测系统性能的并行技术

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摘要

Nowadays, organizations discover that it is essential to protect their valuable information and internal resources from unauthorized access like deploying firewall. Firewall could prevent unauthorized access, but it cannot monitor network attacks. Another network security tool such as intrusion detection system is necessary to perform network activities monitoring. With the recent trend of high-speed networks, a large volume of data should be analyzed and processed with high-speed infrastructure. To promote the performance of network intrusion detection system and reduce the processing time of the traffic, present studies on network intrusion detection system for high-speed network focus on parallel techniques as an alternative. In this paper, a kind of parallelism is proposed to improve the performance of signature based intrusion detection system. The experimental results show that by the use of two signature based network intrusion detection systems running Snort in parallel with a portion of packets and a subset of rules, and distributing the traffic between them, the processing time of the traffic will be reduced. Consequently, the performance of the system will be improved.
机译:如今,组织发现,至关重要的是保护其宝贵的信息和内部资源免遭未经授权的访问,例如部署防火墙。防火墙可以阻止未经授权的访问,但是它不能监视网络攻击。要执行网络活动监视,还需要另一个网络安全工具(例如入侵检测系统)。随着高速网络的最新趋势,应使用高速基础设施分析和处理大量数据。为了提高网络入侵检测系统的性能并减少通信量的处理时间,目前关于高速网络网络入侵检测系统的研究以并行技术为替代方案。本文提出了一种并行机制来提高基于签名的入侵检测系统的性能。实验结果表明,通过使用两个运行Snort并与部分数据包和规则子集并行运行的基于签名的网络入侵检测系统,并在它们之间分配流量,可以减少流量的处理时间。因此,系统的性能将得到改善。

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