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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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
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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| Summary: | 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. |
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| ISSN: | 2086-9614 2087-2100 |