A secure mechanism for big data collection in large scale internet of vehicle

L Guo, M Dong, K Ota, Q Li, T Ye… - IEEE Internet of Things …, 2017 - ieeexplore.ieee.org
collected information is transferred under security protection with improved efficiency. The
collected big data will be secure … the security requirements for big data collection in large scale

Internet of vehicles in big data era

W Xu, H Zhou, N Cheng, F Lyu, W Shi… - IEEE/CAA Journal of …, 2017 - ieeexplore.ieee.org
… transmission requirements and deal with the challenges, the transmission mechanisms from
… system to enable largescale measurement and obtain the big data to model such kind of …

Big data processing and analysis in internet of vehicles: architecture, taxonomy, and open research challenges

A Arooj, MS Farooq, A Akram, R Iqbal… - … Methods in Engineering, 2022 - Springer
industry [17,18,19]. In this review, we have initially explored the sources of big data acquisition
and then the framework of big data … We also have summarized the data processing and …

An efficient and secure data transmission mechanism for internet of vehicles considering privacy protection in fog computing environment

W Zhang, G Li - IEEE Access, 2020 - ieeexplore.ieee.org
… In the big data environment, this algorithm predicts vehicle movements and corrects the
prediction results of nodes by the movement law of group. The processing flow of TLP algorithm …

Fog based intelligent transportation big data analytics in the internet of vehicles environment: motivations, architecture, challenges, and critical issues

TSJ Darwish, KA Bakar - IEEE Access, 2018 - ieeexplore.ieee.org
… In this regard, a novel architecture for real-time ITS big data analytics in the IoV environment
is … For collecting big data in the large scale IoV environment, a secure mechanism is …

Privacy-enhanced data collection based on deep learning for internet of vehicles

T Wang, Z Cao, S Wang, J Wang, L Qi… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
data of vehicle nodes. Semisupervised learning algorithm in deep learning mechanism is
used … Wang, “An incentive-based protection and recovery strategy for secure big data in social …

[PDF][PDF] A Secure Mechanism for Big Data Collection in

L Guo, M Dong, K Ota, Q Li, T Ye, J Wu, J Li - 2017 - core.ac.uk
Big data collection between vehicle and application platform … the security requirements for
big data collection in large scalesecure premise for data collection in the large scale Internet

Big data and privacy issues for connected vehicles in intelligent transportation systems

A Mahmood, H Zen, S Hilles - arXiv preprint arXiv:1806.02944, 2018 - arxiv.org
Big Data collection in Internet-of-Vehicles. Open research … a secure mechanism which
ensures that collection of IoV Big … aged the vehicles’ manufacturers to build largescale Big Data

Social big-data-based content dissemination in internet of vehicles

Z Zhou, C Gao, C Xu, Y Zhang… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
… cloud environment by formulating a stochastic reward nets-based coalition game, in which
a demand- and supply-based payoff mechanism was proposed for each vehicle in the game. …

A secure and intelligent framework for vehicle health monitoring exploiting big-data analytics

MA Rahman, MA Rahim, MM Rahman… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
… items produced a massive quantity of data for every second. … design an Internet of Vehicle
(IoV) where data collection and … an efficient data handling mechanism. However, ML-enabled …