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Sonification of network traffic flow for monitoring and situational awareness

机译:对网络流量进行超声处理以进行监视和态势感知

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摘要

Maintaining situational awareness of what is happening within a computer network is challenging, not only because the behaviour happens within machines, but also because data traffic speeds and volumes are beyond human ability to process. Visualisation techniques are widely used to present information about network traffic dynamics. Although they provide operators with an overall view and specific information about particular traffic or attacks on the network, they often still fail to represent the events in an understandable way. Also, because they require visual attention they are not well suited to continuous monitoring scenarios in which network administrators must carry out other tasks. Here we present SoNSTAR (Sonification of Networks for SiTuational AwaReness), a real-time sonification system for monitoring computer networks to support network administrators’ situational awareness. SoNSTAR provides an auditory representation of all the TCP/IP traffic within a network based on the different traffic flows between between network hosts. A user study showed that SoNSTAR raises situational awareness levels by enabling operators to understand network behaviour and with the benefit of lower workload demands (as measured by the NASA TLX method) than visual techniques. SoNSTAR identifies network traffic features by inspecting the status flags of TCP/IP packet headers. Combinations of these features define particular traffic events which are mapped to recorded sounds to generate a soundscape that represents the real-time status of the network traffic environment. The sequence, timing, and loudness of the different sounds allow the network to be monitored and anomalous behaviour to be detected without the need to continuously watch a monitor screen.
机译:保持对计算机网络中正在发生的情况的态势感知具有挑战性,这不仅是因为行为发生在机器内部,而且还因为数据流量的速度和数量超出了人类的处理能力。可视化技术被广泛用于呈现有关网络流量动态的信息。尽管它们为操作员提供了有关特定流量或网络攻击的总体视图和特定信息,但它们通常仍无法以一种易于理解的方式来表示事件。另外,由于它们需要视觉注意,因此它们不太适合网络管理员必须执行其他任务的连续监视方案。在这里,我们介绍了SoNSTAR(网络标准化进程),这是一个实时声纳系统,用于监视计算机网络以支持网络管理员的态势感知。 SoNSTAR根据网络主机之间的不同流量,提供网络中所有TCP / IP流量的听觉表示。一项用户研究表明,SoNSTAR通过使运营商能够了解网络行为,并具有比视觉技术更低的工作负载需求(通过NASA TLX方法衡量),从而提高了态势感知水平。 SoNSTAR通过检查TCP / IP数据包头的状态标志来识别网络流量功能。这些功能的组合定义了特定的流量事件,这些事件被映射到记录的声音,以生成代表网络流量环境实时状态的音景。不同声音的顺序,时间和响度允许监视网络并检测异常行为,而无需连续观看监视屏幕。

著录项

  • 期刊名称 other
  • 作者

    Mohamed Debashi; Paul Vickers;

  • 作者单位
  • 年(卷),期 -1(13),4
  • 年度 -1
  • 页码 e0195948
  • 总页数 31
  • 原文格式 PDF
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