Sybil Attack-Resistant Blockchain-Based Proof-of-Location Mechanism with Privacy Protection in VANET

被引:0
|
作者
Khatri, Narayan [1 ]
Lee, Sihyung [2 ]
Nam, Seung Yeob [1 ]
机构
[1] Department of Information and Communication Engineering, Yeungnam University, Gyeongsan,38541, Korea, Republic of
[2] School of Computer Science and Engineering, Kyungpook National University, Daegu,41566, Korea, Republic of
基金
新加坡国家研究基金会;
关键词
Blockchain - Data privacy - Differential privacy - Vane pumps;
D O I
10.3390/s24248140
中图分类号
学科分类号
摘要
In this paper, we propose a Proof-of-Location (PoL)-based location verification scheme for mitigating Sybil attacks in vehicular ad hoc networks (VANETs). For this purpose, we employ smart contracts for storing the location information of the vehicles. This smart contract is maintained by Road Side Units (RSUs) and acts as a ground truth for verifying the position information of the neighboring vehicles. To avoid the storage of fake location information inside the smart contract, vehicles need to solve unique computational puzzles generated by the neighboring RSUs in a limited time frame whenever they need to report their location information. Assuming a vehicle has a single Central Processing Unit (CPU) and parallel processing is not allowed, it can solve a single computational puzzle in a given time period. With this approach, the vehicles with multiple fake identities are prevented from solving multiple puzzles at a time. In this way, we can mitigate a Sybil attack and avoid the storage of fake location information in a smart contract table. Furthermore, the RSUs maintain a dedicated blockchain for storing the location information of neighboring vehicles. They take part in mining for the purpose of storing the smart contract table in the blockchain. This scheme guarantees the privacy of the vehicles, which is achieved with the help of a PoL privacy preservation mechanism. The verifier can verify the locations of the vehicles without revealing their privacy. Experimental results show that the proposed mechanism is effective in mitigating Sybil attacks in VANET. According to the experiment results, our proposed scheme provides a lower fake location registration probability, i.e., lower than 10%, compared to other existing approaches. © 2024 by the authors.
引用
收藏
相关论文
共 50 条
  • [41] Blockchain-based IVPPA Scheme for Pseudonym Privacy Protection in Internet of Vehicles
    Wang, Hui
    Zhang, Fangyu
    Shen, Zihao
    Liu, Peiqian
    Liu, Kun
    Journal of Network Intelligence, 2024, 9 (02): : 1260 - 1277
  • [42] An Efficient Privacy Protection Mechanism for Blockchain-Based Federated Learning System in UAV-MEC Networks
    Zhu, Chaoyang
    Zhu, Xiao
    Qin, Tuanfa
    SENSORS, 2024, 24 (05)
  • [43] Location privacy protection method based on emcs model and blockchain
    Wang, Hui
    Zhen, Wei
    Liu, Kun
    Shen, Zi-Hao
    Liu, Pei-Qian
    Wang, Yan-Peng
    Zhu, Chuan-Han
    Journal of Network Intelligence, 2021, 6 (03): : 584 - 605
  • [44] Continuous location privacy protection mechanism based on differential privacy
    Li H.
    Ren X.
    Wang J.
    Ma J.
    Tongxin Xuebao/Journal on Communications, 2021, 42 (08): : 164 - 175
  • [45] Blockchain privacy protection algorithms based on zero-knowledge proof
    Li G.
    He D.
    Guo B.
    Lu S.
    Guo, Bing (guobing@scu.edu.cn), 1600, Huazhong University of Science and Technology (48): : 112 - 116
  • [46] CrowdBLPS: A Blockchain-Based Location-Privacy-Preserving Mobile Crowdsensing System
    Zou, Shihong
    Xi, Jinwen
    Wang, Honggang
    Xu, Guoai
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 16 (06) : 4206 - 4218
  • [47] Vehicle Location Privacy Protection Mechanism Based on Location and Velocity
    Shaleesh, Izdihar Sh
    Almohammedi, Akram A.
    Mohammad, Naji, I
    Muneer, Amged
    2022 INTERNATIONAL CONFERENCE ON DECISION AID SCIENCES AND APPLICATIONS (DASA), 2022, : 800 - 803
  • [48] Blockchain-Based Privacy Preserving and Energy Saving Mechanism for Electricity Prosumers
    Abdelsalam, Hany A.
    Srivastava, Anurag K.
    Eldosouky, Abdelrahman
    IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2022, 13 (01) : 302 - 314
  • [49] Blockchain-based Multi-Levels Trust Mechanism Against Sybil Attacks for Vehicular Networks
    Haddaji, Achref
    Ayed, Samiha
    Fourati, Lamia Chaari
    2020 IEEE 14TH INTERNATIONAL CONFERENCE ON BIG DATA SCIENCE AND ENGINEERING (BIGDATASE 2020), 2020, : 155 - 163
  • [50] A Blockchain-based Privacy Protection Scheme for V2G Interaction
    Yan, Ziyi
    Yuan, Xiaodong
    Guo, Yajuan
    PROCEEDINGS OF THE 2024 3RD INTERNATIONAL CONFERENCE ON NETWORKS, COMMUNICATIONS AND INFORMATION TECHNOLOGY, CNCIT 2024, 2024, : 143 - 149