A Blockchain-Based Scheme for Secure Data Provenance in Wireless Sensor Networks

被引:7
|
作者
Zeng, Yu [1 ]
Zhang, Xing [1 ]
Akhtar, Rizwan [1 ]
Wang, Changda [1 ]
机构
[1] Jiangsu Univ, Sch Comp Sci & Commun Engn, Zhenjiang, Jiangsu, Peoples R China
基金
美国国家科学基金会;
关键词
provenance; WSN; blockchain; TRANSMISSION;
D O I
10.1109/MSN.2018.00009
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 wireless sensor networks (WSNs), provenance is vital for assessing data's trustworthiness, detecting the misbehaviors conducted by adversaries or troubleshooting communication failures. The provenance can be encoded through fingerprinting the node IDs along a packet path where the packets are generated, forwarded and/or aggregated. Because WSNs are resource-tightened networks, most of the known provenance schemes applied in WSNs address the issues on how to reduce the provenance size with various compression techniques only. However, reducing the provenance size at a sensor node also costs too much energy. In addition, such schemes did not take the secure and persistant provenance storage for consideration in a long term. To fill the gap, we propose a blockchain-based data provenance scheme (BCP) of compression free, where the provenances are stored distributively on the nodes along the packet path and the BS can retrieve the provenance on demand through a query process. An edge computing based monitor network consisting of high performance nodes (H-nodes) is deployed above or nearby the WSNs, which keeps the WSN's provenance data in a blockchain-based database. The security and authenticity of the provenances are then protected. What's more, the WSN is released from consuming much energy in handling provenance data, which is more superior to all the previous schemes. Both the simulation and experiment results show that our scheme BCP is more energy efficient and secure than those of the known distributed data provenances.
引用
收藏
页码:13 / 18
页数:6
相关论文
共 50 条
  • [21] A Secure Data Transmission Scheme Based on Information Hiding in Wireless Sensor Networks
    Wang, Baowei
    Qian, Hongwei
    Sun, Xingming
    Shen, Jian
    Xie, Xiaoyu
    [J]. INTERNATIONAL JOURNAL OF SECURITY AND ITS APPLICATIONS, 2015, 9 (01): : 125 - 138
  • [22] Secure data aggregation scheme based on homomorphic MAC for wireless sensor networks
    Zhou, Qiang
    Yang, Geng
    Chen, Lei
    Chen, Zheng-Yu
    Dai, Hua
    [J]. Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2014, 36 (07): : 1743 - 1748
  • [23] A secure data collection scheme based on compressive sensing in wireless sensor networks
    Zhang, Ping
    Wang, Shaokai
    Guo, Kehua
    Wang, Jianxin
    [J]. AD HOC NETWORKS, 2018, 70 : 73 - 84
  • [24] Blockchain-based Data Provenance for the Internet of Things
    Sigwart, Marten
    Borkowski, Michael
    Peise, Marco
    Schulte, Stefan
    Tai, Stefan
    [J]. PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON THE INTERNET OF THINGS ( IOT 2019), 2019,
  • [25] Data Provenance for healthcare: a blockchain-based approach
    D'Antonio, Salvatore
    Uccello, Federica
    [J]. 2022 IEEE 46TH ANNUAL COMPUTERS, SOFTWARE, AND APPLICATIONS CONFERENCE (COMPSAC 2022), 2022, : 1655 - 1660
  • [26] Data Provenance in the Cloud A blockchain-based approach
    Tosh, Deepak
    Shetty, Sachin
    Liang, Xueping
    Kamhoua, Charles
    Njilla, Laurent L.
    [J]. IEEE CONSUMER ELECTRONICS MAGAZINE, 2019, 8 (04) : 38 - 44
  • [27] BESURE: Blockchain-Based Cloud-Assisted eHealth System with Secure Data Provenance
    Li, Shiyu
    Zhang, Yuan
    Xu, Chunxiang
    Cheng, Nan
    Liu, Zhi
    Shen, Xuemin
    [J]. 2021 IEEE/ACM 29TH INTERNATIONAL SYMPOSIUM ON QUALITY OF SERVICE (IWQOS), 2021,
  • [28] A Novel Secure Data Transport Scheme for Wireless Sensor Networks
    Zhang, Zhiming
    Xiong, Xiaoyong
    Deng, Jiangang
    [J]. PROGRESS IN CIVIL ENGINEERING, PTS 1-4, 2012, 170-173 : 3425 - +
  • [29] SFedChain: Blockchain-based federated learning scheme for secure data sharing in distributed energy storage networks
    Meng, Mingming
    Li, Yuancheng
    [J]. PeerJ Computer Science, 2022, 8
  • [30] An Efficient Secure Data Aggregation Scheme for Wireless Sensor Networks
    Ben Othman, Soufiene
    Alzaid, Hani
    Trad, Abdelbasset
    Youssef, Habib
    [J]. 2013 FOURTH INTERNATIONAL CONFERENCE ON INFORMATION, INTELLIGENCE, SYSTEMS AND APPLICATIONS (IISA 2013), 2013, : 49 - 52