SDN控制物联网网络入侵检测与缓解框架

Amer Zaheer, M. Asghar, A. Qayyum
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引用次数: 1

摘要

软件定义网络技术在缓解物联网网络安全挑战方面具有巨大的潜力。本文提出了一种利用入侵检测系统(IDS)对物联网(IoT)网络内部的入侵进行检测后控制的框架。IDS通过检查主机日志和网络流量来检测入侵。提出了基于签名、基于异常和基于机器学习的入侵检测方法。提出的框架利用软件定义网络(SDN)控制器来实施新的安全策略,并重新配置物联网网络中的防火墙和其他设备,以减轻入侵。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Intrusion Detection and Mitigation Framework for SDN Controlled IoTs Network
Software Define Networking technology have great potential to mitigate security challenges in Internet of Things network. This paper presents a framework to control intrusion inside the Internet of Things (IoT) network after detecting it with an Intrusion Detection System (IDS). The IDS detects intrusions by examining hosts logs and network traffic. The intrusion detection approaches for proposed frame work are signature based, anomaly based and machine learning based. Proposed frame work takes advantage of Software Define Networking (SDN) controller to enforce new security policies and reconfiguration of firewall and other devices in IoT network to mitigate intrusions.
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