Privacy-Preserving Data Uploading SchemeBased on Threshold Secret Sharing Algorithm for Internet of Vehicles
Vehicle is needed to upload sensitive data such as the locations and traffic information in Internet of Vehicles (IoV). However, this process has significant privacy risks, specifically in scenarios where vehicles are constantly moving. Therefore, this study proposed a scheme called Privacy-Pres...
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| Format: | Article |
| Language: | English |
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Universitas Indonesia
2025-05-01
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| Series: | International Journal of Technology |
| Subjects: | |
| Online Access: | https://ijtech.eng.ui.ac.id/article/view/7260 |
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| _version_ | 1849763492220895232 |
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| author | Zheng Jiang Fang-Fang Chua Amy Hui-Lan Lim |
| author_facet | Zheng Jiang Fang-Fang Chua Amy Hui-Lan Lim |
| author_sort | Zheng Jiang |
| collection | DOAJ |
| description | Vehicle is needed to upload
sensitive data such as the locations and traffic information in Internet of
Vehicles (IoV). However, this process has significant privacy risks,
specifically in scenarios where vehicles are constantly moving. Therefore, this
study proposed a scheme called Privacy-Preserving Data Uploading Scheme
(PriDUS), which relied on Threshold Secret Sharing Algorithm (TSSA). The scheme
worked by grouping vehicle dynamically, calculating sub-IDs to replace real
vehicle IDs during data uploads. These sub-IDs were distributed among vehicle
in a group, ensuring that the original vehicle ID stayed hidden during
transmission. Major variables considered in the process included group size,
time allowed for reporting, and position or speed of vehicle were major
considerations. Through simulations, the results showed that PriDUS could lower
the risk of privacy breaches by up to 2.5% while keeping data transmission
duration at 100 to 150 milliseconds. The method proved to be both practical and
efficient, allowing it to be suitable for dynamic as well as complex IoV
environments. |
| format | Article |
| id | doaj-art-a3c94cdff0f248fbacab82b984d439d8 |
| institution | DOAJ |
| issn | 2086-9614 2087-2100 |
| language | English |
| publishDate | 2025-05-01 |
| publisher | Universitas Indonesia |
| record_format | Article |
| series | International Journal of Technology |
| spelling | doaj-art-a3c94cdff0f248fbacab82b984d439d82025-08-20T03:05:22ZengUniversitas IndonesiaInternational Journal of Technology2086-96142087-21002025-05-0116373174710.14716/ijtech.v16i3.72607260Privacy-Preserving Data Uploading SchemeBased on Threshold Secret Sharing Algorithm for Internet of VehiclesZheng Jiang0Fang-Fang Chua1Amy Hui-Lan Lim2Faculty of Computing and Informatics, Multimedia University, Cyberjaya 63100, MalaysiaFaculty of Computing and Informatics, Multimedia University, Cyberjaya 63100, MalaysiaFaculty of Computing and Informatics, Multimedia University, Cyberjaya 63100, MalaysiaVehicle is needed to upload sensitive data such as the locations and traffic information in Internet of Vehicles (IoV). However, this process has significant privacy risks, specifically in scenarios where vehicles are constantly moving. Therefore, this study proposed a scheme called Privacy-Preserving Data Uploading Scheme (PriDUS), which relied on Threshold Secret Sharing Algorithm (TSSA). The scheme worked by grouping vehicle dynamically, calculating sub-IDs to replace real vehicle IDs during data uploads. These sub-IDs were distributed among vehicle in a group, ensuring that the original vehicle ID stayed hidden during transmission. Major variables considered in the process included group size, time allowed for reporting, and position or speed of vehicle were major considerations. Through simulations, the results showed that PriDUS could lower the risk of privacy breaches by up to 2.5% while keeping data transmission duration at 100 to 150 milliseconds. The method proved to be both practical and efficient, allowing it to be suitable for dynamic as well as complex IoV environments.https://ijtech.eng.ui.ac.id/article/view/7260dynamic groupinginternet of vehiclesprivacy protectionthreshold secret sharing algorithm |
| spellingShingle | Zheng Jiang Fang-Fang Chua Amy Hui-Lan Lim Privacy-Preserving Data Uploading SchemeBased on Threshold Secret Sharing Algorithm for Internet of Vehicles International Journal of Technology dynamic grouping internet of vehicles privacy protection threshold secret sharing algorithm |
| title | Privacy-Preserving Data Uploading SchemeBased on Threshold Secret Sharing Algorithm for Internet of Vehicles |
| title_full | Privacy-Preserving Data Uploading SchemeBased on Threshold Secret Sharing Algorithm for Internet of Vehicles |
| title_fullStr | Privacy-Preserving Data Uploading SchemeBased on Threshold Secret Sharing Algorithm for Internet of Vehicles |
| title_full_unstemmed | Privacy-Preserving Data Uploading SchemeBased on Threshold Secret Sharing Algorithm for Internet of Vehicles |
| title_short | Privacy-Preserving Data Uploading SchemeBased on Threshold Secret Sharing Algorithm for Internet of Vehicles |
| title_sort | privacy preserving data uploading schemebased on threshold secret sharing algorithm for internet of vehicles |
| topic | dynamic grouping internet of vehicles privacy protection threshold secret sharing algorithm |
| url | https://ijtech.eng.ui.ac.id/article/view/7260 |
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