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An efficient cyber defense framework for UAV-Edge computing network

机译：适用于无人机边缘计算网络的高效网络防御框架

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摘要

Mobile Edge Computing (MEC) is usually deployed in energy and delay constrained networks, such as internet of things networks and transportation systems to address the issues of energy consumption, computation capacity and network delay. In this work, we focus on a special case, which is Unmanned Aerial Vehicle Edge Computing (UEC) network. Addressing the security issues in UAV-Edge Computing network is mandatory due to the criticality of UEC services, such as network traffic monitoring, or search and rescue operations. However, cyber defense and protection of UEC network have not yet received sufficient research attention. Thereby, we propose and develop a cyber-defense solution based on a non-cooperative game to protect the UEC from network and offloading attacks, while taking into account nodes' energy constraints and computation overhead. Simulation results show that, the deployment of our cyber defense system in UEC network requires low energy consumption and low computation overhead to obtain a high protection rate. (C) 2019 Elsevier B.V. All rights reserved.
机译：移动边缘计算（MEC）通常部署在能源和延迟受限的网络中，例如物联网网络和运输系统，以解决能耗，计算能力和网络延迟的问题。在这项工作中，我们重点研究一种特殊情况，即无人机边缘计算（UEC）网络。由于UEC服务（例如网络流量监控或搜索和救援操作）的重要性，必须解决UAV-Edge计算网络中的安全问题。但是，UEC网络的网络防御和保护还没有得到足够的研究重视。因此，我们提出并开发了一种基于非合作游戏的网络防御解决方案，以保护UEC免受网络和卸载攻击，同时考虑到节点的能源约束和计算开销。仿真结果表明，我们的网络防御系统在UEC网络中的部署需要低能耗和低计算开销才能获得较高的保护率。 （C）2019 Elsevier B.V.保留所有权利。

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