Blockchain based Data Integrity Service Framework for IoT data

被引:239
|
作者
Liu, Bin [1 ,2 ]
Yu, Xiao Liang [2 ]
Chen, Shiping [1 ,2 ]
Xu, Xiwei [2 ]
Zhu, Liming [1 ,2 ]
机构
[1] Univ New South Wales, Sch Comp Sci & Engn, Sydney, NSW, Australia
[2] CSIRO, Data61, Canberra, ACT, Australia
关键词
Blockchain; IoT; Data Integrity Verification; DATA POSSESSION; BIG DATA; STORAGE;
D O I
10.1109/ICWS.2017.54
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
It is a challenge to ensure data integrity for cloud-based Internet of Things (IoT) applications because of the inherently dynamic nature of IoT data. The available frameworks of data integrity verification with public auditability cannot avoid the Third Party Auditors (TPAs). However, in a dynamic environment, such as the IoT, the reliability of the TPA-based frameworks is far from being satisfactory. In this paper, we propose a blockchain-based framework for Data Integrity Service. Under such framework, a more reliable data integrity verification can be provided for both the Data Owners and the Data Consumers, without relying on any Third Party Auditor (TPA). In this paper, the relevant protocols and a subsequent prototype system, which is implemented to evaluate the feasibility of our proposals, are presented. The performance evaluation of the implemented prototype system is conducted, and the test results are discussed. The work lays a foundation for our future work on dynamic data integrity verification in a fully decentralized environment.
引用
收藏
页码:468 / 475
页数:8
相关论文
共 50 条
  • [21] A blockchain framework data integrity enhanced recommender system
    Altulyan, May
    Yao, Lina
    Kanhere, Salil
    Huang, Chaoran
    COMPUTATIONAL INTELLIGENCE, 2023, 39 (01) : 104 - 120
  • [22] Lightweight Blockchain Framework For Medical Record Data Integrity
    Mardiansyah, Viddi
    Sari, Riri Fitri
    JOURNAL OF APPLIED SCIENCE AND ENGINEERING, 2023, 26 (01): : 91 - 103
  • [23] A framework for blockchain-based management of IoT-driven data sharing
    Alreshidi, Abdulrahman
    INTERNATIONAL JOURNAL OF ADVANCED AND APPLIED SCIENCES, 2025, 12 (01): : 208 - 219
  • [24] Towards Blockchain for Suitable Efficiency and Data Integrity of IoT Ecosystem Transactions
    Rodrigues, C.
    Rocha, Vladimir
    IEEE LATIN AMERICA TRANSACTIONS, 2021, 19 (07) : 1199 - 1206
  • [25] Design and Implementation of an Integrated IoT Blockchain Platform for Sensing Data Integrity
    Hang, Lei
    Kim, Do-Hyeun
    SENSORS, 2019, 19 (10)
  • [26] Achieving IoT data security based blockchain
    Dan Liao
    Hui Li
    Wentao Wang
    Xiong Wang
    Ming Zhang
    Xue Chen
    Peer-to-Peer Networking and Applications, 2021, 14 : 2694 - 2707
  • [27] Proof of cloud data integrity based on blockchain
    Yu, Mingliang
    Wang, Gang
    Liu, Zengzhi
    Li, Jinsong
    Wang, Yingtong
    Peng, Zhen
    Zhou, Gang
    2024 4TH INTERNATIONAL CONFERENCE ON INFORMATION COMMUNICATION AND SOFTWARE ENGINEERING, ICICSE 2024, 2024, : 16 - 24
  • [28] Achieving IoT data security based blockchain
    Liao, Dan
    Li, Hui
    Wang, Wentao
    Wang, Xiong
    Zhang, Ming
    Chen, Xue
    PEER-TO-PEER NETWORKING AND APPLICATIONS, 2021, 14 (05) : 2694 - 2707
  • [29] A blockchain-based IoT data marketplace
    Michael Sober
    Giulia Scaffino
    Stefan Schulte
    Salil S. Kanhere
    Cluster Computing, 2023, 26 : 3523 - 3545
  • [30] A blockchain-based IoT data marketplace
    Sober, Michael
    Scaffino, Giulia
    Schulte, Stefan
    Kanhere, Salil S.
    CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2023, 26 (06): : 3523 - 3545