基于Dempster-Shafer理论的manet稳健信任建立框架

Mohammad Karami, M. Fathian
{"title":"基于Dempster-Shafer理论的manet稳健信任建立框架","authors":"Mohammad Karami, M. Fathian","doi":"10.1109/ICITST.2009.5402628","DOIUrl":null,"url":null,"abstract":"Recently, trust establishment framework has attracted extensive attention in research community as a general solution to enforce nodes to follow protocol specifications and cooperate with other nodes in a normal way. In this paper, we present a trust establishment framework that is based on first-hand evidences obtained via direct observations at the MAC layer as well as second-hand evidences that are obtained via recommendations from other nodes. To counter with the intrinsic uncertainty associated with the collected evidences from other nodes, dempster's rule for combination is applied. Dempster's rule for combination gives a numerical procedure for fusing together multiple pieces of evidence from unreliable observers. The paper, illustrates the applicability and effectiveness of the proposed framework on the Dynamic Source Routing (DSR) protocol. We present simulation results which demonstrate the robustness and effectiveness of the proposed framework even in the presence of malicious nodes that propagate false trust information.","PeriodicalId":251169,"journal":{"name":"2009 International Conference for Internet Technology and Secured Transactions, (ICITST)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2009-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"A robust trust establishment framework using Dempster-Shafer theory for MANETs\",\"authors\":\"Mohammad Karami, M. Fathian\",\"doi\":\"10.1109/ICITST.2009.5402628\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Recently, trust establishment framework has attracted extensive attention in research community as a general solution to enforce nodes to follow protocol specifications and cooperate with other nodes in a normal way. In this paper, we present a trust establishment framework that is based on first-hand evidences obtained via direct observations at the MAC layer as well as second-hand evidences that are obtained via recommendations from other nodes. To counter with the intrinsic uncertainty associated with the collected evidences from other nodes, dempster's rule for combination is applied. Dempster's rule for combination gives a numerical procedure for fusing together multiple pieces of evidence from unreliable observers. The paper, illustrates the applicability and effectiveness of the proposed framework on the Dynamic Source Routing (DSR) protocol. We present simulation results which demonstrate the robustness and effectiveness of the proposed framework even in the presence of malicious nodes that propagate false trust information.\",\"PeriodicalId\":251169,\"journal\":{\"name\":\"2009 International Conference for Internet Technology and Secured Transactions, (ICITST)\",\"volume\":\"30 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2009-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2009 International Conference for Internet Technology and Secured Transactions, (ICITST)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICITST.2009.5402628\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2009 International Conference for Internet Technology and Secured Transactions, (ICITST)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICITST.2009.5402628","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

摘要

信任建立框架作为一种强制节点遵守协议规范、与其他节点正常合作的通用解决方案,近年来受到了学术界的广泛关注。在本文中,我们提出了一个信任建立框架,该框架基于通过在MAC层直接观察获得的第一手证据以及通过其他节点的推荐获得的二手证据。为了克服从其他节点收集的证据所带来的内在不确定性,采用了dempster的组合规则。Dempster的组合规则给出了一个数值过程,用于将来自不可靠观察者的多个证据融合在一起。文中举例说明了该框架在动态源路由(DSR)协议中的适用性和有效性。我们给出的仿真结果表明,即使存在传播虚假信任信息的恶意节点,该框架也具有鲁棒性和有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A robust trust establishment framework using Dempster-Shafer theory for MANETs
Recently, trust establishment framework has attracted extensive attention in research community as a general solution to enforce nodes to follow protocol specifications and cooperate with other nodes in a normal way. In this paper, we present a trust establishment framework that is based on first-hand evidences obtained via direct observations at the MAC layer as well as second-hand evidences that are obtained via recommendations from other nodes. To counter with the intrinsic uncertainty associated with the collected evidences from other nodes, dempster's rule for combination is applied. Dempster's rule for combination gives a numerical procedure for fusing together multiple pieces of evidence from unreliable observers. The paper, illustrates the applicability and effectiveness of the proposed framework on the Dynamic Source Routing (DSR) protocol. We present simulation results which demonstrate the robustness and effectiveness of the proposed framework even in the presence of malicious nodes that propagate false trust information.
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