A Survey on the Effectiveness of Existing Smart Home Cyber Attacks Detection Solution: A Broadband Service Providers’ Perspective
The Internet of Things (IoT) is rapidly reshaping smart homes with innovative technologies for everyday convenience. Although smart home technologies are becoming more popular, many homeowners lack the expertise and skills to operate them. Particularly mismanaged networking technologies often result...
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| Format: | Article |
| Language: | English |
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IEEE
2025-01-01
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| Series: | IEEE Open Journal of the Communications Society |
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| Online Access: | https://ieeexplore.ieee.org/document/10973320/ |
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| author | Md Mizanur Rahman Faycal Bouhafs Frank den Hartog |
| author_facet | Md Mizanur Rahman Faycal Bouhafs Frank den Hartog |
| author_sort | Md Mizanur Rahman |
| collection | DOAJ |
| description | The Internet of Things (IoT) is rapidly reshaping smart homes with innovative technologies for everyday convenience. Although smart home technologies are becoming more popular, many homeowners lack the expertise and skills to operate them. Particularly mismanaged networking technologies often result in homeowners complaining to their Broadband Service Providers (BSPs) when there are disruptions to the performance of the smart home devices and services. Current remote management solutions used by BSPs offer limited functionality and accuracy in identifying the causes of these disruptions. Causes may include legitimate factors, such as misconfiguration, interference, and congestion, but they could also be the result of cyber attacks. This review exposes knowledge gaps that impede the development of effective troubleshooting tools (particularly related to cyber attacks) for BSPs, including network-related challenges and dataset limitations. We also discuss future research directions, emphasising scalable and data-efficient methods to reduce storage requirements, costs, and privacy concerns, which will enable BSPs to manage millions of customer networks more effectively. |
| format | Article |
| id | doaj-art-ed197be5012e4f03b137337f87dca15d |
| institution | OA Journals |
| issn | 2644-125X |
| language | English |
| publishDate | 2025-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Open Journal of the Communications Society |
| spelling | doaj-art-ed197be5012e4f03b137337f87dca15d2025-08-20T02:24:55ZengIEEEIEEE Open Journal of the Communications Society2644-125X2025-01-0164010403510.1109/OJCOMS.2025.356327010973320A Survey on the Effectiveness of Existing Smart Home Cyber Attacks Detection Solution: A Broadband Service Providers’ PerspectiveMd Mizanur Rahman0https://orcid.org/0000-0003-3971-1005Faycal Bouhafs1https://orcid.org/0000-0001-6626-7881Frank den Hartog2https://orcid.org/0000-0001-5293-6140School of Systems and Computing, University of New South Wales, Canberra, AustraliaSchool of Systems and Computing, University of New South Wales, Canberra, AustraliaSchool of Systems and Computing, University of New South Wales, Canberra, AustraliaThe Internet of Things (IoT) is rapidly reshaping smart homes with innovative technologies for everyday convenience. Although smart home technologies are becoming more popular, many homeowners lack the expertise and skills to operate them. Particularly mismanaged networking technologies often result in homeowners complaining to their Broadband Service Providers (BSPs) when there are disruptions to the performance of the smart home devices and services. Current remote management solutions used by BSPs offer limited functionality and accuracy in identifying the causes of these disruptions. Causes may include legitimate factors, such as misconfiguration, interference, and congestion, but they could also be the result of cyber attacks. This review exposes knowledge gaps that impede the development of effective troubleshooting tools (particularly related to cyber attacks) for BSPs, including network-related challenges and dataset limitations. We also discuss future research directions, emphasising scalable and data-efficient methods to reduce storage requirements, costs, and privacy concerns, which will enable BSPs to manage millions of customer networks more effectively.https://ieeexplore.ieee.org/document/10973320/Home network performance and securityInternet of Things (IoT)smart homesmart home & IoT dataset analysistopology discovery |
| spellingShingle | Md Mizanur Rahman Faycal Bouhafs Frank den Hartog A Survey on the Effectiveness of Existing Smart Home Cyber Attacks Detection Solution: A Broadband Service Providers’ Perspective IEEE Open Journal of the Communications Society Home network performance and security Internet of Things (IoT) smart home smart home & IoT dataset analysis topology discovery |
| title | A Survey on the Effectiveness of Existing Smart Home Cyber Attacks Detection Solution: A Broadband Service Providers’ Perspective |
| title_full | A Survey on the Effectiveness of Existing Smart Home Cyber Attacks Detection Solution: A Broadband Service Providers’ Perspective |
| title_fullStr | A Survey on the Effectiveness of Existing Smart Home Cyber Attacks Detection Solution: A Broadband Service Providers’ Perspective |
| title_full_unstemmed | A Survey on the Effectiveness of Existing Smart Home Cyber Attacks Detection Solution: A Broadband Service Providers’ Perspective |
| title_short | A Survey on the Effectiveness of Existing Smart Home Cyber Attacks Detection Solution: A Broadband Service Providers’ Perspective |
| title_sort | survey on the effectiveness of existing smart home cyber attacks detection solution a broadband service providers x2019 perspective |
| topic | Home network performance and security Internet of Things (IoT) smart home smart home & IoT dataset analysis topology discovery |
| url | https://ieeexplore.ieee.org/document/10973320/ |
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