Secure Message Handling in Vehicular Energy Networks Using Blockchain and Artificially Intelligent IPFS

被引:6
|
作者
Javed, Muhammad Umar [1 ]
Jamal, Abid [1 ]
Alkhammash, Eman H. [2 ]
Hadjouni, Myriam [3 ]
Bahaj, Saeed Ali [4 ]
Javaid, Nadeem [1 ,5 ]
机构
[1] COMSATS Univ Islamabad, Dept Comp Sci, Islamabad 44000, Pakistan
[2] Taif Univ, Coll Comp & Informat Technol, Dept Comp Sci, Taif 21944, Saudi Arabia
[3] Princess Nourah Bint Abdulrahman Univ, Coll Comp & Informat Sci, Dept Comp Sci, Riyadh 11671, Saudi Arabia
[4] Prince Sattam Bin Abdulaziz Univ, Coll Business Adm, MIS Dept, Al Kharj 11942, Saudi Arabia
[5] Univ Technol Sydney, Sch Comp Sci, Ultimo, NSW 2007, Australia
关键词
Privacy; Security; Memory; Protocols; Blockchains; Authentication; Artificial intelligence; Blockchain; cuckoo filter; artificial intelligence based IPFS; message dissemination; privacy; vehicular energy network; AUTHENTICATION; SCHEME; INTERNET;
D O I
10.1109/ACCESS.2022.3194513
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the underlying work, the problems faced during message dissemination in the conventional Vehicular Energy Networks (VENs) like lack of security, breach of personal identities, absence of trust between vehicle owners, etc., are tackled. In this study, a Blockchain (BC) based announcement system is proposed for VENs to ensure secure and reliable announcement dissemination in the proposed network. The proposed system is a three-layered system comprising message dissemination layer, storage layer and BC layer. In the first layer, all the vehicles are registered through a Certificate Authority (CA), which ensures only the legitimate vehicles become part of the proposed network and interact with each other. Later, in the second layer, the data sent by the vehicles is stored at the artificial intelligence based Interplanetary File System (IPFS), which is incorporated with the Road Side Units (RSUs). This ensures reduction in storage cost and data availability. Besides, vehicle owners' privacy is ensured by concealing the real identities of the vehicles. Moreover, the hashes of the data stored in the IPFS are stored in BC in the third layer. Also, lightweight trustworthiness verification of the vehicles, reputation based incentivization and concealing predictable trends in vehicles' reputation scores are performed in the same layer. Overall, the novelty of the proposed work lies in the fact that the proposed system efficiently tackles different problems encountered in the existing systems simultaneously. Through extensive simulations, it is inferred that the computational time is reduced by 15-18% and the storage overhead is reduced by 80-85%, respectively when storing hash of data on the BC network as compared to storing actual data on the network.
引用
收藏
页码:82063 / 82075
页数:13
相关论文
共 50 条
  • [31] Blockchain and Interplanetary File System (IPFS)-Based Data Storage System for Vehicular Networks with Keyword Search Capability
    Sangeeta, N.
    Nam, Seung Yeob
    ELECTRONICS, 2023, 12 (07)
  • [32] Decentralized secure storage of medical records using Blockchain and IPFS: A comparative analysis with future directions
    Kumar, Shivansh
    Bharti, Aman Kumar
    Amin, Ruhul
    SECURITY AND PRIVACY, 2021, 4 (05)
  • [33] Intelligent and hierarchical message delivery mechanism in vehicular delay tolerant networks
    Bahman Ravaei
    Keyvan Rahimizadeh
    Abbas Dehghani
    Telecommunication Systems, 2021, 78 : 65 - 83
  • [34] Investigating the Prospect of Leveraging Blockchain and Machine Learning to Secure Vehicular Networks: A Survey
    Dibaei, Mahdi
    Zheng, Xi
    Xia, Youhua
    Xu, Xiwei
    Jolfaei, Alireza
    Bashir, Ali Kashif
    Tariq, Usman
    Yu, Dongjin
    Vasilakos, Athanasios V.
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (02) : 683 - 700
  • [35] Intelligent and hierarchical message delivery mechanism in vehicular delay tolerant networks
    Ravaei, Bahman
    Rahimizadeh, Keyvan
    Dehghani, Abbas
    TELECOMMUNICATION SYSTEMS, 2021, 78 (01) : 65 - 83
  • [36] Digital-Twin-Assisted Intelligent Secure Task Offloading and Caching in Blockchain-Based Vehicular Edge Computing Networks
    Xu, Chi
    Zhang, Peifeng
    Xia, Xiaofang
    Kong, Linghe
    Zeng, Peng
    Yu, Haibin
    IEEE INTERNET OF THINGS JOURNAL, 2025, 12 (04): : 4128 - 4143
  • [37] BlockPres IPFS: performance evaluation of blockchain based secure patients prescription record storage using IPFS for smart prescription management system
    Khan, Arshad
    Litchfield, Alan
    Alabdulatif, Abdulatif
    Khan, Faheem
    CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2025, 28 (04):
  • [38] Secure Data Sharing for Consortium Blockchain-Enabled Vehicular Social Networks
    Cui, Mingming
    Han, Dezhi
    Liu, Han
    Li, Kuan-Ching
    Tang, Mingdong
    Chang, Chin-Chen
    Ayaz, Ferheen
    Sheng, Zhengguo
    Guan, Yong Liang
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 73 (12) : 19682 - 19695
  • [39] A Secure Content Sharing Scheme Based on Blockchain in Vehicular Named Data Networks
    Chen, Chen
    Wang, Cong
    Qiu, Tie
    Lv, Ning
    Pei, Qingqi
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 16 (05) : 3278 - 3289
  • [40] A Secure and Verifiable Data Sharing Scheme Based on Blockchain in Vehicular Social Networks
    Fan, Kai
    Pan, Qiang
    Zhang, Kuan
    Bai, Yuhan
    Sun, Shili
    Li, Hui
    Yang, Yintang
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2020, 69 (06) : 5826 - 5835