无线传感器网络行为入侵检测

A. Smith, T. D. Ramotsoela, G. Hancke
{"title":"无线传感器网络行为入侵检测","authors":"A. Smith, T. D. Ramotsoela, G. Hancke","doi":"10.1109/ISIE45552.2021.9576349","DOIUrl":null,"url":null,"abstract":"Wireless sensor networks are used increasingly in various different fields. The information which they measure and distribute is often sensitive or valuable and this incentivises attacks on the networks. Moreover, they are distributed and make use of wireless communications which makes them vulnerable to attack. This paper presents an intrusion detector for wireless sensor networks which makes use of behavioural data from the network. The intrusion detectors was evaluated in a resource constrained environment because wireless sensor networks have limited computational and energy resources. The developed system was found to be very accurate as well as computationally lightweight.","PeriodicalId":365956,"journal":{"name":"2021 IEEE 30th International Symposium on Industrial Electronics (ISIE)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Behavioural Intrusion Detection for Wireless Sensor Networks\",\"authors\":\"A. Smith, T. D. Ramotsoela, G. Hancke\",\"doi\":\"10.1109/ISIE45552.2021.9576349\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Wireless sensor networks are used increasingly in various different fields. The information which they measure and distribute is often sensitive or valuable and this incentivises attacks on the networks. Moreover, they are distributed and make use of wireless communications which makes them vulnerable to attack. This paper presents an intrusion detector for wireless sensor networks which makes use of behavioural data from the network. The intrusion detectors was evaluated in a resource constrained environment because wireless sensor networks have limited computational and energy resources. The developed system was found to be very accurate as well as computationally lightweight.\",\"PeriodicalId\":365956,\"journal\":{\"name\":\"2021 IEEE 30th International Symposium on Industrial Electronics (ISIE)\",\"volume\":\"6 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-06-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 IEEE 30th International Symposium on Industrial Electronics (ISIE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISIE45552.2021.9576349\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE 30th International Symposium on Industrial Electronics (ISIE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISIE45552.2021.9576349","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

无线传感器网络越来越多地应用于各个领域。他们测量和分发的信息通常是敏感或有价值的,这激励了对网络的攻击。此外,它们是分布式的,并利用无线通信,这使它们容易受到攻击。本文提出了一种利用网络行为数据的无线传感器网络入侵检测器。由于无线传感器网络的计算资源和能量资源有限,入侵探测器在资源受限的环境下进行了评估。开发的系统被发现是非常准确的,以及计算量轻。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Behavioural Intrusion Detection for Wireless Sensor Networks
Wireless sensor networks are used increasingly in various different fields. The information which they measure and distribute is often sensitive or valuable and this incentivises attacks on the networks. Moreover, they are distributed and make use of wireless communications which makes them vulnerable to attack. This paper presents an intrusion detector for wireless sensor networks which makes use of behavioural data from the network. The intrusion detectors was evaluated in a resource constrained environment because wireless sensor networks have limited computational and energy resources. The developed system was found to be very accurate as well as computationally lightweight.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信