An analysis of various snort based techniques to detect and prevent intrusions in networks proposal with code refactoring snort tool in Kali Linux environment

Raviteja Gaddam, M. Nandhini
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引用次数: 36

Abstract

Security and reliability are the major concern of our daily life usage of any network. But with the swift advancements in network technology, attacks are becoming more sophisticated than defenses. Although firewalls and router-based packet filtering are essential elements of an overall network security topology, they are not enough on their own. So, to brace the network from unauthorized access the idea of Intrusion Detection System (IDS) and Intrusion Prevention System (IPS) is attracting security experts. This paper briefs various trends in Intrusion Detection & Prevention. To understand various techniques in IDS, this paper analyses various approaches proposed by security researchers specifically using popular open source software Snort as their IDS tool. Being an open source IDS, Snort can be easily configured and deployed in any environment. To assess the efficiency, these research papers are analyzed in various performance aspects like Detection Accuracy, Scalability and Capability of detecting unknown attacks. To overcome various challenges like low detection rate, incapable of handling huge traffic, unsupported automated tuning, etc. that are identified during literature review, this paper proposes a level based architecture. All the levels are designed as incremental i.e. capable of providing the desired functionality and also its lower levels. To prove the efficiency of the proposed architecture, it can be integrated into Snort Tool using Code Refactoring. Also proposed an environment setup to evaluate the modified Snort Tool performance in future.
分析了在Kali Linux环境下使用代码重构snort工具检测和防止网络入侵的各种基于snort的技术
安全性和可靠性是我们日常生活中使用任何网络的主要关注点。但是随着网络技术的飞速发展,攻击变得比防御更加复杂。尽管防火墙和基于路由器的包过滤是整个网络安全拓扑的基本元素,但仅靠它们是不够的。因此,为了防止未经授权的网络访问,入侵检测系统(IDS)和入侵防御系统(IPS)的思想吸引了安全专家的注意。本文简要介绍了入侵检测与防御的各种发展趋势。为了理解IDS中的各种技术,本文分析了安全研究人员提出的各种方法,特别是使用流行的开源软件Snort作为IDS工具。作为一个开源IDS, Snort可以在任何环境中轻松配置和部署。为了评估效率,这些研究论文从检测精度、可扩展性和检测未知攻击的能力等各个性能方面进行了分析。为了克服文献综述中发现的检测率低、无法处理大流量、不支持自动调优等问题,本文提出了一种基于层次的架构。所有关卡都是渐进式设计,即能够提供所需的功能及其较低的关卡。为了证明所提出的体系结构的效率,可以使用代码重构将其集成到Snort Tool中。还提出了一个环境设置,以便将来评估修改后的Snort Tool的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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