A Survey on Trustworthiness for the Internet of Things
IoT systems use sensors to collect data from smart environments and manage resources through data analysis. An IoT system deals with many connected devices with different network and hardware constraints in a real-world scenario. An IoT system needs to handle low-latency data analysis, security thre...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2021-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/9380363/ |
| _version_ | 1818411788116426752 |
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| author | Franklin Magalhaes Ribeiro Junior Carlos Alberto Kamienski |
| author_facet | Franklin Magalhaes Ribeiro Junior Carlos Alberto Kamienski |
| author_sort | Franklin Magalhaes Ribeiro Junior |
| collection | DOAJ |
| description | IoT systems use sensors to collect data from smart environments and manage resources through data analysis. An IoT system deals with many connected devices with different network and hardware constraints in a real-world scenario. An IoT system needs to handle low-latency data analysis, security threats, internal vulnerabilities, and network disconnections, which cause data loss and incorrect decisions. Trustworthiness (also known as dependability) provides various features for an IoT end-to-end data flow, such as resilience, security, availability, reliability, scalability, maintainability, heterogeneity, hardware resources management, fault management policies, and data quality. This paper presents a survey on trustworthiness and dependability in IoT systems and proposes the Trustworthiness for IoT Framework (TW-IoT) to provide trustworthiness at the data level for mist and fog-based IoT systems. The TW-IoT framework provides data trustworthiness to ensure a continuous and uninterrupted operation of IoT data flow. We also discuss challenges and trade-offs related to data trustworthiness in IoT. |
| first_indexed | 2024-12-14T10:36:58Z |
| format | Article |
| id | doaj.art-2bd69864d4ba470c8fb3d82c1da66607 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-14T10:36:58Z |
| publishDate | 2021-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-2bd69864d4ba470c8fb3d82c1da666072022-12-21T23:05:53ZengIEEEIEEE Access2169-35362021-01-019424934251410.1109/ACCESS.2021.30664579380363A Survey on Trustworthiness for the Internet of ThingsFranklin Magalhaes Ribeiro Junior0https://orcid.org/0000-0002-2988-7878Carlos Alberto Kamienski1https://orcid.org/0000-0002-3087-9234Federal Institute of Maranhão (IFMA), São Luís, BrazilFederal University of ABC (UFABC), Santo André, BrazilIoT systems use sensors to collect data from smart environments and manage resources through data analysis. An IoT system deals with many connected devices with different network and hardware constraints in a real-world scenario. An IoT system needs to handle low-latency data analysis, security threats, internal vulnerabilities, and network disconnections, which cause data loss and incorrect decisions. Trustworthiness (also known as dependability) provides various features for an IoT end-to-end data flow, such as resilience, security, availability, reliability, scalability, maintainability, heterogeneity, hardware resources management, fault management policies, and data quality. This paper presents a survey on trustworthiness and dependability in IoT systems and proposes the Trustworthiness for IoT Framework (TW-IoT) to provide trustworthiness at the data level for mist and fog-based IoT systems. The TW-IoT framework provides data trustworthiness to ensure a continuous and uninterrupted operation of IoT data flow. We also discuss challenges and trade-offs related to data trustworthiness in IoT.https://ieeexplore.ieee.org/document/9380363/Dependabilityfog computingInternet of Thingsmist computingtrustworthiness |
| spellingShingle | Franklin Magalhaes Ribeiro Junior Carlos Alberto Kamienski A Survey on Trustworthiness for the Internet of Things IEEE Access Dependability fog computing Internet of Things mist computing trustworthiness |
| title | A Survey on Trustworthiness for the Internet of Things |
| title_full | A Survey on Trustworthiness for the Internet of Things |
| title_fullStr | A Survey on Trustworthiness for the Internet of Things |
| title_full_unstemmed | A Survey on Trustworthiness for the Internet of Things |
| title_short | A Survey on Trustworthiness for the Internet of Things |
| title_sort | survey on trustworthiness for the internet of things |
| topic | Dependability fog computing Internet of Things mist computing trustworthiness |
| url | https://ieeexplore.ieee.org/document/9380363/ |
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