Preserving privacy in the internet of connected vehicles

S Ghane, A Jolfaei, L Kulik… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Today's vehicles are advancing from stand-alone transportation means to vehicle-to-vehicle,
and vehicle-to-infrastructure communications enabled devices which are able to exchange …

A trajectory released scheme for the internet of vehicles based on differential privacy

S Cai, X Lyu, X Li, D Ban, T Zeng - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The locations and users' information can be shared and interacted in the IoV (Internet of
Vehicles), which provides sufficient data for traffic deployment and behavior pattern analysis …

Achieving differentially private location privacy in edge-assistant connected vehicles

L Zhou, L Yu, S Du, H Zhu… - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
Connected vehicles can provide safer and more satisfying services for drivers by using
information sensing and sharing. However, current network architecture cannot support …

A privacy-preserving sensory data sharing scheme in Internet of Vehicles

Q Kong, R Lu, M Ma, H Bao - Future Generation Computer Systems, 2019 - Elsevier
Abstract Internet of Vehicles (IoV), which enables information gathering and disseminating
among vehicles, roadside infrastructures and surrounding environments, has received …

A survey of local differential privacy for securing internet of vehicles

P Zhao, G Zhang, S Wan, G Liu, T Umer - The Journal of Supercomputing, 2020 - Springer
Internet of connected vehicles (IoV) are expected to enable intelligent traffic management,
intelligent dynamic information services, intelligent vehicle control, etc. However, vehicles' …

Joint optimization of task offloading and resource allocation based on differential privacy in vehicular edge computing

S Wang, J Li, G Wu, H Chen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In the Internet of Vehicles (IoVs), task offloading is necessary to ensure the low-response
delay due to the limitation of vehicular computational capacity. Task offloading involving …

Real-time privacy-preserving data release over vehicle trajectory

Z Ma, T Zhang, X Liu, X Li, K Ren - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Intelligent connected vehicle trajectory data are of great value for data mining applications
such as traffic management and commercial institutions. However, the leakage of sensitive …

Internet of vehicles and autonomous connected car-privacy and security issues

J Joy, M Gerla - 2017 26th International Conference on …, 2017 - ieeexplore.ieee.org
In the Intelligent Vehicle Grid, the car is becoming a formidable sensor platform, absorbing
information from the environment, from other cars (and from the driver) and feeding it to other …

Local differential privacy-based federated learning for internet of things

Y Zhao, J Zhao, M Yang, T Wang… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
The Internet of Vehicles (IoV) is a promising branch of the Internet of Things. IoV simulates a
large variety of crowdsourcing applications, such as Waze, Uber, and Amazon Mechanical …

Edge-assisted privacy-preserving raw data sharing framework for connected autonomous vehicles

J Xiong, R Bi, M Zhao, J Guo… - IEEE Wireless …, 2020 - ieeexplore.ieee.org
Data sharing among connected and autonomous vehicles without any protection will cause
private information leakage. Simply encrypting data introduces a heavy overhead; most …