PPDA-FAF: Maintaining Data Security and Privacy in Green IoT-Based Agriculture

Nowadays, Green IoT-Based Agriculture plays an essential role in farming to improve the yield. Here, IoT devices are embedded in the farming equipment, which helps to enhance the irrigation and yield with minimum cost-cutting. Data security and privacy are major challenges in green IoT-related agric...

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Main Authors: Jaber M.M., Yussof S., Ali M.H., Abd S.K., Jassim M.M., Alkhayyat A., Mubarak H.
Other Authors: 56519461300
Format: Article
Published: World Scientific 2025
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spelling my.uniten.dspace-367522025-03-03T15:44:24Z PPDA-FAF: Maintaining Data Security and Privacy in Green IoT-Based Agriculture Jaber M.M. Yussof S. Ali M.H. Abd S.K. Jassim M.M. Alkhayyat A. Mubarak H. 56519461300 16023225600 57190250008 56516784600 57843900500 59268596900 58552709900 Nowadays, Green IoT-Based Agriculture plays an essential role in farming to improve the yield. Here, IoT devices are embedded in the farming equipment, which helps to enhance the irrigation and yield with minimum cost-cutting. Data security and privacy are major challenges in green IoT-related agriculture. Therefore, a secured system should create to maintain data confidentiality, authentication, integrity, availability, and privacy. This system uses the privacy-preserving data aggregation (PPDA) with a Fair access framework (FAF) that manages the data security. The data aggregation concept is used to protect the green IoT data from false data injection. The FAF utilizes the blockchain technique to grant, get, revoke and delegate access to the user. The developed security system can adapt the green IoT-based agriculture and provide confidentiality, which is done with the help of an enhanced ciphertext access control mechanism. This system resolves the security and privacy issues involved in the Green IoT-based agriculture, and the effectiveness of the system is evaluated using implementation results. ? 2024 World Scientific Publishing Company. Final 2025-03-03T07:44:24Z 2025-03-03T07:44:24Z 2024 Article 10.1142/S0218843022500071 2-s2.0-85168988963 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85168988963&doi=10.1142%2fS0218843022500071&partnerID=40&md5=7efe5bb9bf4b9fec27a68ee7660b80fd https://irepository.uniten.edu.my/handle/123456789/36752 33 1 2250007 World Scientific Scopus
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
description Nowadays, Green IoT-Based Agriculture plays an essential role in farming to improve the yield. Here, IoT devices are embedded in the farming equipment, which helps to enhance the irrigation and yield with minimum cost-cutting. Data security and privacy are major challenges in green IoT-related agriculture. Therefore, a secured system should create to maintain data confidentiality, authentication, integrity, availability, and privacy. This system uses the privacy-preserving data aggregation (PPDA) with a Fair access framework (FAF) that manages the data security. The data aggregation concept is used to protect the green IoT data from false data injection. The FAF utilizes the blockchain technique to grant, get, revoke and delegate access to the user. The developed security system can adapt the green IoT-based agriculture and provide confidentiality, which is done with the help of an enhanced ciphertext access control mechanism. This system resolves the security and privacy issues involved in the Green IoT-based agriculture, and the effectiveness of the system is evaluated using implementation results. ? 2024 World Scientific Publishing Company.
author2 56519461300
author_facet 56519461300
Jaber M.M.
Yussof S.
Ali M.H.
Abd S.K.
Jassim M.M.
Alkhayyat A.
Mubarak H.
format Article
author Jaber M.M.
Yussof S.
Ali M.H.
Abd S.K.
Jassim M.M.
Alkhayyat A.
Mubarak H.
spellingShingle Jaber M.M.
Yussof S.
Ali M.H.
Abd S.K.
Jassim M.M.
Alkhayyat A.
Mubarak H.
PPDA-FAF: Maintaining Data Security and Privacy in Green IoT-Based Agriculture
author_sort Jaber M.M.
title PPDA-FAF: Maintaining Data Security and Privacy in Green IoT-Based Agriculture
title_short PPDA-FAF: Maintaining Data Security and Privacy in Green IoT-Based Agriculture
title_full PPDA-FAF: Maintaining Data Security and Privacy in Green IoT-Based Agriculture
title_fullStr PPDA-FAF: Maintaining Data Security and Privacy in Green IoT-Based Agriculture
title_full_unstemmed PPDA-FAF: Maintaining Data Security and Privacy in Green IoT-Based Agriculture
title_sort ppda-faf: maintaining data security and privacy in green iot-based agriculture
publisher World Scientific
publishDate 2025
_version_ 1825816118947741696
score 13.244413