Analysis of ECDSA's Computational Impact on IoT Network Performance

Joseph Clark, F. Ali
{"title":"Analysis of ECDSA's Computational Impact on IoT Network Performance","authors":"Joseph Clark, F. Ali","doi":"10.1145/3564746.3587013","DOIUrl":null,"url":null,"abstract":"The Internet of Things (IoT) is transforming the world. On the one hand, its rapid integration into many systems is making automation easier, but on the other hand dependence of many processes on IoT is also making the IoT an attractive target for exploitation. One of the attacks that IoT devices can suffer from is device impersonation. To verify that the sender of a piece of information is who it claims to be, digital signatures are a solution. Applying digital signatures requires some overhead, and that overhead may impact the performance of an IoT network. In this paper, we observed the computational impact of using the Elliptic Curve Digital Signature Algorithm (ECDSA) to create and verify IoT devices' digital signatures. We used two criteria to evaluate the performance of our small IoT network: the packet loss and the average time needed to sign and verify a packet in a small IoT network. We also analyzed the same system without using digital signatures. Our evaluations show that in a small IoT sensor network, ECDSA computational impact is quite low.","PeriodicalId":322431,"journal":{"name":"Proceedings of the 2023 ACM Southeast Conference","volume":"163 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-04-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2023 ACM Southeast Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3564746.3587013","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

The Internet of Things (IoT) is transforming the world. On the one hand, its rapid integration into many systems is making automation easier, but on the other hand dependence of many processes on IoT is also making the IoT an attractive target for exploitation. One of the attacks that IoT devices can suffer from is device impersonation. To verify that the sender of a piece of information is who it claims to be, digital signatures are a solution. Applying digital signatures requires some overhead, and that overhead may impact the performance of an IoT network. In this paper, we observed the computational impact of using the Elliptic Curve Digital Signature Algorithm (ECDSA) to create and verify IoT devices' digital signatures. We used two criteria to evaluate the performance of our small IoT network: the packet loss and the average time needed to sign and verify a packet in a small IoT network. We also analyzed the same system without using digital signatures. Our evaluations show that in a small IoT sensor network, ECDSA computational impact is quite low.
ECDSA对物联网网络性能的计算影响分析
物联网(IoT)正在改变世界。一方面,它与许多系统的快速集成使自动化变得更加容易,但另一方面,许多过程对物联网的依赖也使物联网成为一个有吸引力的开发目标。物联网设备可能遭受的攻击之一是设备冒充。为了验证一条信息的发送者就是它所声称的那个人,数字签名是一种解决方案。应用数字签名需要一些开销,而这些开销可能会影响物联网网络的性能。在本文中,我们观察了使用椭圆曲线数字签名算法(ECDSA)创建和验证物联网设备数字签名的计算影响。我们使用两个标准来评估小型物联网网络的性能:数据包丢失以及在小型物联网网络中签名和验证数据包所需的平均时间。我们还在不使用数字签名的情况下分析了同一个系统。我们的评估表明,在小型物联网传感器网络中,ECDSA的计算影响相当低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
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