Data authorisation and validation in autonomous vehicles: a critical review
Abstract Autonomous Vehicles (AVs) are becoming increasingly prevalent due to their potential to improve road safety and reduce environmental impact. These vehicles rely on Automated Driving Systems (ADS), which integrate multiple sensors and actuators. While some AVs operate with minimal human inte...
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| Format: | Article |
| Language: | English |
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Springer
2025-07-01
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| Series: | Discover Applied Sciences |
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| Online Access: | https://doi.org/10.1007/s42452-025-07333-2 |
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| _version_ | 1849768564202930176 |
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| author | Reem Alhabib Poonam Yadav |
| author_facet | Reem Alhabib Poonam Yadav |
| author_sort | Reem Alhabib |
| collection | DOAJ |
| description | Abstract Autonomous Vehicles (AVs) are becoming increasingly prevalent due to their potential to improve road safety and reduce environmental impact. These vehicles rely on Automated Driving Systems (ADS), which integrate multiple sensors and actuators. While some AVs operate with minimal human intervention, fully autonomous systems eliminate the need for human control entirely. Despite advances in AV technologies, secure and trustworthy data management remains a significant challenge. This survey focuses on two relatively underexplored aspects in AV environments: data authorisation and validation. It examines the key related challenges and reviews existing solutions. The findings highlight critical gaps in current approaches and suggest future research directions to enhance AV data authorisation and validation. |
| format | Article |
| id | doaj-art-0c4e3a7b474d4a31a0e17f98c06ce1ec |
| institution | DOAJ |
| issn | 3004-9261 |
| language | English |
| publishDate | 2025-07-01 |
| publisher | Springer |
| record_format | Article |
| series | Discover Applied Sciences |
| spelling | doaj-art-0c4e3a7b474d4a31a0e17f98c06ce1ec2025-08-20T03:03:45ZengSpringerDiscover Applied Sciences3004-92612025-07-017714010.1007/s42452-025-07333-2Data authorisation and validation in autonomous vehicles: a critical reviewReem Alhabib0Poonam Yadav1Computer Science, University of YorkComputer Science, University of YorkAbstract Autonomous Vehicles (AVs) are becoming increasingly prevalent due to their potential to improve road safety and reduce environmental impact. These vehicles rely on Automated Driving Systems (ADS), which integrate multiple sensors and actuators. While some AVs operate with minimal human intervention, fully autonomous systems eliminate the need for human control entirely. Despite advances in AV technologies, secure and trustworthy data management remains a significant challenge. This survey focuses on two relatively underexplored aspects in AV environments: data authorisation and validation. It examines the key related challenges and reviews existing solutions. The findings highlight critical gaps in current approaches and suggest future research directions to enhance AV data authorisation and validation.https://doi.org/10.1007/s42452-025-07333-2Autonomous vehicleAutomated driving systemData authorisationData validation |
| spellingShingle | Reem Alhabib Poonam Yadav Data authorisation and validation in autonomous vehicles: a critical review Discover Applied Sciences Autonomous vehicle Automated driving system Data authorisation Data validation |
| title | Data authorisation and validation in autonomous vehicles: a critical review |
| title_full | Data authorisation and validation in autonomous vehicles: a critical review |
| title_fullStr | Data authorisation and validation in autonomous vehicles: a critical review |
| title_full_unstemmed | Data authorisation and validation in autonomous vehicles: a critical review |
| title_short | Data authorisation and validation in autonomous vehicles: a critical review |
| title_sort | data authorisation and validation in autonomous vehicles a critical review |
| topic | Autonomous vehicle Automated driving system Data authorisation Data validation |
| url | https://doi.org/10.1007/s42452-025-07333-2 |
| work_keys_str_mv | AT reemalhabib dataauthorisationandvalidationinautonomousvehiclesacriticalreview AT poonamyadav dataauthorisationandvalidationinautonomousvehiclesacriticalreview |