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Novel Intrusion Detection System for Cloud Computing: A Case Study

机译:云计算的新型入侵检测系统:案例研究

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Because of the growth in cloud computing and manturity of virtualization technology, many enterprises are virtualizing their servers to increase server utilization and lower costs. However, the complex network topology arising from virtualization makes clouds vulnerable, and security breaches have occurred on cloud computing platforms in recent years. Therefore, a comprehensive mechanism for detecting and preventing malicious traffic is necessary. We propose a network intrusion detection system that is based on a virtualization platform. This system, developed from a multipattern based network traffic classifier, collects packets from the virtual network environment and analyzes their content by using deep packet inspection for identifying malicious network traffic and intrusion attempts. We improve the intrusion detection features of the network traffic classifier and deploy it on a Xen virtualization platform. Our system can be combined with the Linux Netfilter framework to monitor inter-virtual-machine communications in the virtualization platform. It efficiently inspects packets and instantly protects the cloud computing environment from malicious traffic.
机译:由于云计算和虚拟化技术范围的增长,许多企业正在虚拟化他们的服务器,以提高服务器利用率和降低成本。但是,虚拟化引起的复杂网络拓扑使云易受攻击,近年来云计算平台上发生了安全漏洞。因此,需要一种综合检测和防止恶意交通的机制。我们提出了一种基于虚拟化平台的网络入侵检测系统。该系统从基于多模式的网络流量分类器开发,从虚拟网络环境中收集数据包,并通过使用深度数据包检查来分析它们的内容,以确定恶意网络流量和入侵尝试。我们改善了网络流量分类器的入侵检测功能,并在Xen虚拟化平台上部署它。我们的系统可以与Linux NetFilter框架相结合,以监视虚拟化平台中的虚拟机通信。它有效地检查数据包并立即保护云计算环境免受恶意流量。

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