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
differential privacy (LDP) is the relaxed version of the privacy standard, differential privacy,
and it can protect users’ data privacy … potential to protect vehicles’ data privacy in the practical …

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
differential privacy, since we aim to achieve user-level privacy protection instead of the
weaker record-level privacy … often much data from a vehicle may be about the vehicle’s regular …

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
… This paper proposes a trajectory dataset releasing mechanism based on differential
privacy to address the privacy leakage when sharing location data on the Internet of Vehicles. …

Privacy preservation in the internet of vehicles using local differential privacy and IOTA ledger

Z Iftikhar, A Anjum, A Khan, MA Shah, G Jeon - Cluster Computing, 2023 - Springer
… In VANETs, each vehicle generates some sensitive data that are transmitted to the connected
RSU. In this paper, we propose a privacy-preserving model that ensures privacy of vehicles

Privacy Protection Algorithm for the Internet of Vehicles Based on Local Differential Privacy and Game Model.

W Han, M Cheng, M Lei, H Xu… - … , Materials & Continua, 2020 - search.ebscohost.com
… Based on the data acquisition environment of the unbelievable Internet of Vehicles, this
paper puts forward a location data acquisition method that satisfies the local differential privacy

HUT: enabling high-utility, batched queries under differential privacy protection for internet-of-vehicles

J Liu, W Jin, Z He, X Ming, Y Duan, Z Xiong… - arXiv preprint arXiv …, 2022 - arxiv.org
… 2) DP Protection: we then add Laplace noise on the data to achieve ϵ-Differential Privacy. …
subject to ϵ-differential privacy on the data). Hereby, we elaborate ϵ-Differential Privacy via a …

Preserving privacy in the internet of connected vehicles

S Ghane, A Jolfaei, L Kulik… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
… address the existing privacy concerns when vehicles use an untrusted transportation
infrastructure, particularly in scenarios where roads are congested with many vehicles which can …

Research on Data Privacy Protection of Internet of Vehicles Based on Differential Privacy

X Luo, J Wang, J Xu, M Shen - IOP Conference Series: Earth and …, 2020 - iopscience.iop.org
… paper, by introducing the differential privacy technology, put forward to adapt to the car
networking features of data privacy protection scheme: raw data stored on the user vehicles, only …

Privacy and Trust in the Internet of Vehicles

E Zavvos, EH Gerding, V Yazdanpanah… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
privacy and trust issues in the Internet of Vehicles at the service level. Various concerns over
privacy … four basic categories: personal information privacy, multi-party privacy, trust, and …

Differential privacy for industrial internet of things: Opportunities, applications, and challenges

B Jiang, J Li, G Yue, H Song - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
differential privacy, respectively. In Sections IV and V, we discuss the two hot issues in this
topic: privacy metrics and the conflicts between differential privacy … based on privacy in IIoT. …