利用NEMU实现异常检测的模拟物联网测试环境

Shane Brady, Adriana Hava, Philip Perry, John Murphy, D. Magoni, A. O. Portillo-Dominguez
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引用次数: 16

摘要

物联网(IoT)的出现导致了我们与越来越无处不在的连接设备(如智能对象和网络物理系统)交互方式的重大变化。在过去的几年里,互联网连接设备的数量也呈指数级增长。进行广泛的功能和性能测试对于评估物联网系统的稳健性和效率至关重要,以便在实际部署之前对其进行验证。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基于流行的QEMU系统模拟器的移动宇宙网络模拟器(NEMU)来模拟物联网环境的方法,以构建一个互连的仿真树莓派设备的测试平台。此外,我们通过实验证明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。
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Towards an emulated IoT test environment for anomaly detection using NEMU
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.
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