Edge Computing and IoT Data Breaches: Security, Privacy, Trust, and Regulation

IF 2.1 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
David Kolevski;Katina Michael
{"title":"Edge Computing and IoT Data Breaches: Security, Privacy, Trust, and Regulation","authors":"David Kolevski;Katina Michael","doi":"10.1109/MTS.2024.3372605","DOIUrl":null,"url":null,"abstract":"Edge computing is an emerging computing paradigm representing decentralized and distributed information technology architecture \n<xref>[1]</xref>\n. The demand for edge computing is primarily driven by the increased number of smart devices and the Internet of Things (IoT) that generate and transmit a substantial amount of data, that would otherwise be stored on cloud computing services. The edge architecture enables data and computation to be performed in close proximity to users and data sources and acts as the pathway toward upstream data centers \n<xref>[2]</xref>\n. Rather than sending data to the cloud for processing, the analysis and work is done closer to where the source of the data is generated (\n<xref>Figure 1</xref>\n). Edge services leverage local infrastructure resources allowing for reduced network latency, improved bandwidth utilization, and better energy efficiency compared to cloud computing.","PeriodicalId":55016,"journal":{"name":"IEEE Technology and Society Magazine","volume":null,"pages":null},"PeriodicalIF":2.1000,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10496887","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Technology and Society Magazine","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/10496887/","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0

Abstract

Edge computing is an emerging computing paradigm representing decentralized and distributed information technology architecture [1] . The demand for edge computing is primarily driven by the increased number of smart devices and the Internet of Things (IoT) that generate and transmit a substantial amount of data, that would otherwise be stored on cloud computing services. The edge architecture enables data and computation to be performed in close proximity to users and data sources and acts as the pathway toward upstream data centers [2] . Rather than sending data to the cloud for processing, the analysis and work is done closer to where the source of the data is generated ( Figure 1 ). Edge services leverage local infrastructure resources allowing for reduced network latency, improved bandwidth utilization, and better energy efficiency compared to cloud computing.
边缘计算和物联网数据泄露:安全、隐私、信任和监管
边缘计算是一种新兴的计算模式,代表着分散式和分布式信息技术架构[1]。对边缘计算的需求主要受智能设备和物联网(IoT)数量增加的驱动,这些设备和物联网会产生和传输大量数据,而这些数据原本会存储在云计算服务中。边缘架构使数据和计算能够在靠近用户和数据源的地方进行,并成为通往上游数据中心的途径[2]。分析和工作不是将数据发送到云端进行处理,而是在更靠近数据源的地方进行(图 1)。与云计算相比,边缘服务可利用本地基础设施资源,从而减少网络延迟、提高带宽利用率和能源效率。
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
IEEE Technology and Society Magazine
IEEE Technology and Society Magazine 工程技术-工程:电子与电气
CiteScore
3.00
自引率
13.60%
发文量
72
审稿时长
>12 weeks
期刊介绍: IEEE Technology and Society Magazine invites feature articles (refereed), special articles, and commentaries on topics within the scope of the IEEE Society on Social Implications of Technology, in the broad areas of social implications of electrotechnology, history of electrotechnology, and engineering ethics.
×
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