基于免疫学的物联网安全新方法

Caiming Liu, Yan Zhang, Hua Zhang
{"title":"基于免疫学的物联网安全新方法","authors":"Caiming Liu, Yan Zhang, Hua Zhang","doi":"10.1109/CIS.2013.168","DOIUrl":null,"url":null,"abstract":"The security situation of the Internet of Things (IoT) is serious. IoT encounters security problems more than traditional computer networks does. The attributes of dispersity and mass of IoT require that approaches to IoT security should be dynamic. Inspired by immunology, a novel approach to IoT security is proposed in this paper. Traditional network security models are used for reference and special requests of IoT security are taken into account. A dynamic defense frame for IoT security is formed in the proposed approach. The links in the frame are correlated with relative data of IoT security. Performance in biological immunology is applied into some links to make the proposed approach be adaptive to IoT environment. The immunity-based antigen, self and detector in the real IoT environment are simulated. They are adopted to imitate the mechanisms which are used to recognize pathogens in biological immune systems. Simulation experiment results show that the proposed approach may provide a novel effective method to ensure IoT security.","PeriodicalId":294223,"journal":{"name":"2013 Ninth International Conference on Computational Intelligence and Security","volume":"54 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"39","resultStr":"{\"title\":\"A Novel Approach to IoT Security Based on Immunology\",\"authors\":\"Caiming Liu, Yan Zhang, Hua Zhang\",\"doi\":\"10.1109/CIS.2013.168\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The security situation of the Internet of Things (IoT) is serious. IoT encounters security problems more than traditional computer networks does. The attributes of dispersity and mass of IoT require that approaches to IoT security should be dynamic. Inspired by immunology, a novel approach to IoT security is proposed in this paper. Traditional network security models are used for reference and special requests of IoT security are taken into account. A dynamic defense frame for IoT security is formed in the proposed approach. The links in the frame are correlated with relative data of IoT security. Performance in biological immunology is applied into some links to make the proposed approach be adaptive to IoT environment. The immunity-based antigen, self and detector in the real IoT environment are simulated. They are adopted to imitate the mechanisms which are used to recognize pathogens in biological immune systems. Simulation experiment results show that the proposed approach may provide a novel effective method to ensure IoT security.\",\"PeriodicalId\":294223,\"journal\":{\"name\":\"2013 Ninth International Conference on Computational Intelligence and Security\",\"volume\":\"54 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-12-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"39\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2013 Ninth International Conference on Computational Intelligence and Security\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CIS.2013.168\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 Ninth International Conference on Computational Intelligence and Security","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CIS.2013.168","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 39

摘要

物联网(IoT)的安全形势十分严峻。物联网比传统计算机网络更容易遇到安全问题。物联网的分散性和质量属性要求物联网安全方法应该是动态的。受免疫学的启发,本文提出了一种新的物联网安全方法。借鉴传统网络安全模型,考虑物联网安全的特殊要求。该方法形成了物联网安全的动态防御框架。框架中的链接与物联网安全相关数据相关联。将生物免疫学的性能应用于某些环节,使所提出的方法能够适应物联网环境。模拟物联网真实环境中基于免疫的抗原、自身和检测器。它们被用来模仿生物免疫系统中用于识别病原体的机制。仿真实验结果表明,该方法为保证物联网安全提供了一种新颖有效的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Novel Approach to IoT Security Based on Immunology
The security situation of the Internet of Things (IoT) is serious. IoT encounters security problems more than traditional computer networks does. The attributes of dispersity and mass of IoT require that approaches to IoT security should be dynamic. Inspired by immunology, a novel approach to IoT security is proposed in this paper. Traditional network security models are used for reference and special requests of IoT security are taken into account. A dynamic defense frame for IoT security is formed in the proposed approach. The links in the frame are correlated with relative data of IoT security. Performance in biological immunology is applied into some links to make the proposed approach be adaptive to IoT environment. The immunity-based antigen, self and detector in the real IoT environment are simulated. They are adopted to imitate the mechanisms which are used to recognize pathogens in biological immune systems. Simulation experiment results show that the proposed approach may provide a novel effective method to ensure IoT security.
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:481959085
Book学术官方微信