A Privacy-Preserving Storage Scheme for Logistics Data With Assistance of Blockchain

被引:40
|
作者
Li, Hongzhi [1 ]
Han, Dezhi [1 ]
Tang, Mingdong [2 ]
机构
[1] Shanghai Maritime Univ, Coll Informat Engn, Shanghai 200135, Peoples R China
[2] Guangdong Univ Foreign Studies, Sch Informat Sci & Technol, Guangzhou 510420, Peoples R China
来源
IEEE INTERNET OF THINGS JOURNAL | 2022年 / 9卷 / 06期
基金
上海市自然科学基金;
关键词
Logistics; Blockchains; Internet of Things; Data privacy; Security; Cloud computing; Temperature distribution; Blockchain; consensus mechanism; logistics data; secure storage; smart logistics; INTERNET; SYSTEM; ARCHITECTURE;
D O I
10.1109/JIOT.2021.3107846
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 recent years, traditional logistics systems are developing toward intelligence based on the Internet of Things (IoT). Sensing devices throughout the logistics network provide strong support for smart logistics. However, due to the insufficient local computing and storage resources of IoT devices, logistics records with sensitive information are generally stored in a centralized cloud center, which could easily cause privacy leakage. In this study, we propose a blockchain-assisted secure storage scheme for logistics data. To be specific, this scheme can be briefly divided into two parts. The first part involves data generation and aggregation, session establishing, records encryption and storage, wherein a blockchain network is used to assist the cloud server with data storage, and smart contracts are deployed to provide reliable storage interfaces. In the second part, an efficient consensus mechanism is introduced to improve the efficiency of the consensus process. Also, the stored records can be securely audited by leveraging the deployed blockchain network. Finally, we analyze the security and privacy properties of this scheme and evaluate its performance in terms of computation and communication overhead by developing an experimental platform. The experimental results indicate that the performance of our scheme is acceptable.
引用
收藏
页码:4704 / 4720
页数:17
相关论文
共 50 条
  • [1] A Privacy-Preserving Medical Data Sharing Scheme Based on Blockchain
    Xu, Guangquan
    Qi, Chen
    Dong, Wenyu
    Gong, Lixiao
    Liu, Shaoying
    Chen, Si
    Liu, Jian
    Zheng, Xi
    [J]. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2023, 27 (02) : 698 - 709
  • [2] Privacy-Preserving Scheme With Bidirectional Option for Blockchain-Enhanced Logistics Internet of Things
    Li, Kunchang
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (11): : 20562 - 20574
  • [3] A Privacy-Preserving Medical Data Sharing Scheme Based on Consortium Blockchain
    Liu, Jingwei
    Liang, Tianyu
    Sun, Rong
    Du, Xiaojiang
    Guizani, Mohsen
    [J]. 2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2020,
  • [4] A Privacy-Preserving Identity Authentication Scheme Based on the Blockchain
    Gao, Sheng
    Su, Qianqian
    Zhang, Rui
    Zhu, Jianming
    Sui, Zhiyuan
    Wang, Junsheng
    [J]. SECURITY AND COMMUNICATION NETWORKS, 2021, 2021
  • [5] PPSS: A Privacy-Preserving Supervision Scheme Based on Blockchain
    Chen, Ming
    Shi, Peichang
    Fu, Xiang
    Jiang, Feng
    Gao, Fei
    Ma, Penghui
    Kong, Jinzhu
    [J]. 2022 IEEE INTL CONF ON PARALLEL & DISTRIBUTED PROCESSING WITH APPLICATIONS, BIG DATA & CLOUD COMPUTING, SUSTAINABLE COMPUTING & COMMUNICATIONS, SOCIAL COMPUTING & NETWORKING, ISPA/BDCLOUD/SOCIALCOM/SUSTAINCOM, 2022, : 556 - 561
  • [6] Secure Ring Signature Scheme for Privacy-Preserving Blockchain
    Wang, Lin
    Peng, Changgen
    Tan, Weijie
    [J]. ENTROPY, 2023, 25 (09)
  • [7] A scheme for privacy-preserving data dissemination
    Lilien, Leszek
    Bharuava, Bharat
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2006, 36 (03): : 502 - 506
  • [8] A blockchain-based scheme for privacy-preserving and secure sharing of medical data
    Huang, Haiping
    Zhu, Peng
    Xiao, Fu
    Sun, Xiang
    Huang, Qinglong
    [J]. COMPUTERS & SECURITY, 2020, 99
  • [9] A Privacy-Preserving Data Sharing Scheme Based on Blockchain for Vehicular Edge Networks
    Hao, Puhe
    Pan, Tianyu
    Han, Rui
    Qu, Xiao
    Yang, Zhexuan
    Sun, Guozi
    [J]. IEEE CONFERENCE ON GLOBAL COMMUNICATIONS, GLOBECOM, 2023, : 5116 - 5121
  • [10] Decentralized Privacy-Preserving Data Aggregation Scheme for Smart Grid Based on Blockchain
    Fan, Hongbin
    Liu, Yining
    Zeng, Zhixin
    [J]. SENSORS, 2020, 20 (18) : 1 - 14