Towards an emulated IoT test environment for anomaly detection using NEMU
Towards an emulated IoT test environment for anomaly detection using NEMU
复制标题
使用 NEMU 构建用于异常检测的模拟物联网测试环境
DOI：
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发表时间：
2017
期刊：
影响因子：
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通讯作者：
A. O. Portillo
中科院分区：
文献类型：
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作者：
Shane Brady;Adriana Hava;Philip Perry;John Murphy;D. Magoni;A. O. Portillo
物联网（IoT）的出现导致我们与越来越普遍的连接设备（如智能对象和网络物理系统）交互的方式发生了重大变化。在过去几年中，这也导致了这种互联网连接设备数量的指数级增长。进行广泛的功能和性能测试对于评估物联网系统的健壮性和效率至关重要，以便在部署到真实的生活中之前对其进行验证。然而，创建物联网测试环境是一项困难且昂贵的任务，通常需要大量的物理硬件和人力来构建它。本文提出了一种使用移动的宇宙网络仿真器（NEMU）来仿真物联网环境的方法，该方法本身构建在流行的QEMU系统仿真器上，以构建互连的仿真树莓派设备的测试床。此外，我们还通过实验展示了我们的方法如何成功地应用于物联网，展示了如何使用这种模拟环境来检测物联网系统中的异常。
The advent of the Internet of Things (IoT) has led to a major change in the way we interact with increasingly ubiquitous connected devices such as smart objects and cyber-physical systems. It has also led to an exponential increase in the number of such Internet-connected devices over the last few years. Conducting extensive functional and performance testing is critical to assess the robustness and efficiency of IoT systems in order to validate them before their deployment in real life. However, creating an IoT test environment is a difficult and expensive task, usually requiring a significant amount of physical hardware and human effort to build it. This paper proposes a method to emulate an IoT environment using the Network Emulator for Mobile Universes (NEMU), itself built on the popular QEMU system emulator, in order to construct a testbed of inter-connected, emulated Raspberry Pi devices. Additionally, we experimentally demonstrate how our method can be successfully applied to IoT by showing how such an emulated environment can be used to detect anomalies in an IoT system.