CADM:一个基于虚拟化的网络入侵检测集中管理和动态监控框架

Zhenquan Ding, Zhiyu Hao, Yongzheng Zhang
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摘要

虚拟化技术具有动态变化的特性,使虚拟网络结构不再严格依赖底层硬件环境。为了提供不间断的服务,虚拟化平台管理员的任务是防止攻击,现有的入侵检测技术不断受到挑战。为此,本文提出了一种基于虚拟化的网络入侵检测集中管理与动态监控框架(CADM)。CADM能够通过自动部署和更新入侵检测流程和规则,对虚拟计算环境中的网络行为进行集中管理和监控。在监控能力方面,CADM可以实时自动调整入侵检测中的监控位置,从而适应虚拟机的动态变化(如迁移)。此外,还可以通过动态更新安全策略来自动更新入侵检测中涉及的监控过程。在监控粒度方面,CADM能够监控每个虚拟机的网络接口,实现细粒度的网络入侵检测和网络流量采集。我们的实验结果表明,CADM为虚拟化平台管理员提供了更方便、更有效的监控和管理功能。
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CADM: A Centralized Administration and Dynamic Monitoring Framework for Network Intrusion Detection Based on Virtualization
Virtualization technology, which has the characteristic of producing dynamic change, enables the virtual network structure to no longer depend strictly on the underlying hardware environment. With virtualization platform administrators tasked with preventing attacks in order to provide uninterrupted service, existing intrusion detection technologies are continuously challenged. Consequently, this paper proposes a Centralized Administration and Dynamic Monitoring framework (CADM) based on virtualization for network intrusion detection. CADM is able to centrally administrate, and monitor network behavior in the virtual computing environment by automatically deploying and updating intrusion detection processes and rules. In the aspect of monitoring capability, CADM allows the monitoring locations in intrusion detection to be automatically adjusted in real time, thus adapting to the dynamic changes (such as migration) of virtual machines (VMs). Moreover, the monitoring processes involved in intrusion detection could also be automatically updated by dynamically updating security strategies. In the aspect of monitoring granularity, CADM is able to monitor network interfaces of each virtual machine (VM) for fine-grained network intrusion detection and network traffic acquisition. Our experimental results demonstrate that more convenient and efficient monitoring and administrating capabilities are available with CADM for virtualization platform administrators.
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