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- research-articleApril 2023
Blockchain-escorted distributed deep learning with collaborative model aggregation towards 6G networks
Future Generation Computer Systems (FGCS), Volume 141, Issue CPages 555–566https://doi.org/10.1016/j.future.2022.11.029AbstractThe 6th generation (6G) network targets the Internet of Everything (IoE) implementation, and Distributed Deep Learning (DDL) can promote this progress with innovative performance in generating intelligence. Meanwhile, the 6G networks ...
Highlights- Dual-Driven consensus in both task and parameter domains.
- Scalability of system ...
- research-articleJanuary 2022
A practical solution for blockchain-secured sharing of trustworthy traffic information in vehicular ad hoc networks
International Journal of Sensor Networks (IJSNET), Volume 39, Issue 1Pages 18–33https://doi.org/10.1504/ijsnet.2022.122982The extensive use of vehicles nowadays and the emergency of autonomous driving urge the improvement of traffic safety. Prevalent approaches competent at preventing road accidents are inseparable from the trustworthy data acquisition. But in vehicular ad ...
- research-articleJanuary 2021
Protection of surveillance recordings via blockchain-assisted multimedia security
International Journal of Sensor Networks (IJSNET), Volume 37, Issue 2Pages 69–80https://doi.org/10.1504/ijsnet.2021.118486Surveillance is being pervasively used, and its recording is extensively applied in practice. Thereby, protection of surveillance recordings, which is related to multimedia security, increasingly attracts research interests. Traditional techniques, such ...
- research-articleNovember 2020
Trustworthy Traffic Information Sharing Secured via Blockchain in VANETs
DIVANet '20: Proceedings of the 10th ACM Symposium on Design and Analysis of Intelligent Vehicular Networks and ApplicationsPages 33–40https://doi.org/10.1145/3416014.3424601The extensive use of vehicles, especially with the emergency of autonomous driving, urges the improvement of traffic safety. Prevalent approaches, such as Global Positioning System (GPS), Internet of Things (IoT) system and Artificial Intelligence (AI), ...
- research-articleNovember 2020
Edge Computing for Video Analytics in the Internet of Vehicles with Blockchain
DIVANet '20: Proceedings of the 10th ACM Symposium on Design and Analysis of Intelligent Vehicular Networks and ApplicationsPages 1–7https://doi.org/10.1145/3416014.3424582In intelligent transportation systems (ITS), video analytics is a potential technology to enhance the safety of the Internet of Vehicles (IoV). However, massive video data transmission and computation-intensive video analytics bring an overwhelming ...
- research-articleNovember 2019
A Novel Framework of Vehicle Ad-Hoc Networks based on Virtualization and Distributed Ledger Technology
DIVANet '19: Proceedings of the 9th ACM Symposium on Design and Analysis of Intelligent Vehicular Networks and ApplicationsPages 39–47https://doi.org/10.1145/3345838.3356003Recent advances of routing algorithms have greatly improved the reliability and efficiency of vehicular ad hoc networks (VANETs). But the constraints of network resources result in a trade-off between reliable data transmission and the performance of ...