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SHSec: SDN based Secure Smart Home Network Architecture for Internet of Things

机译:SHSEC:基于SDN的安全智能家庭网络架构,用于物联网

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摘要

To address the challenges of flexible device utilization, heterogeneous device interoperability, and security enhancement in smart homes, this paper proposes a new architecture for the software defined network to realize secure smart home environment (SHSec). SHSec concentrates on the capabilities required to deliver a flexible generic platform and the modularity of open-source service creation components for a user-friendly smart home by adopting the traditional software-defined network concept. It offers an infrastructure that is agile, modular and, most importantly, secure. To avoid many manual reviews and recommendations by administrators, security should automatically adapt to any threat in the immediate environment. We simulated the proposed model to test network performance and feasibility during link failures and switching in a normal environment. We also evaluated the performance of our proposed model based on various metric parameters. The results of the simulation show that SHSec management is able to detect and mitigate attacks, and can also be used to secure the system, ensure user security, and improve the heterogeneous local network. The proposed model achieves an accuracy of 89.9% and a sensitivity of 91.1% while predicting malicious events.
机译:为了解决灵活的设备利用率,异构设备互操作性和智能家庭安全增强的挑战,本文提出了一种用于实现安全智能家庭环境(SHSEC)的软件定义网络的新架构。 SHSEC专注于通过采用传统的软件定义的网络概念为用户友好的智能家庭提供灵活的通用平台和开源服务创建组件的模块化所需的功能。它提供了一个敏捷,模块化,最重要的基础设施,安全。为避免管理员的许多手动审查和建议,安全性应自动适应立即环境中的任何威胁。我们模拟所提出的模型,以在链接故障期间测试网络性能和可行性,并在正常环境中切换。我们还基于各种度量参数评估了我们所提出的模型的性能。仿真结果表明,SHSEC管理能够检测和减轻攻击,也可用于保护系统,确保用户安全性,并改善异构本地网络。拟议的模型在预测恶意事件的同时,达到89.9%的精度为89.9%,灵敏度为91.1%。

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