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

Yu Zeng, Xing Zhang, Rizwan Akhtar, Changda Wang
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引用次数: 9

Abstract

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 blockchainbased 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.
基于区块链的无线传感器网络安全数据溯源方案
在无线传感器网络(wsn)中,来源对于评估数据的可信度、检测对手的不当行为或排除通信故障至关重要。通过在生成、转发和/或聚合数据包的数据包路径上标记节点id,可以对来源进行编码。由于无线传感器网络是资源紧凑型网络,大多数已知的应用于无线传感器网络的来源方案只解决如何利用各种压缩技术减小来源大小的问题。然而,在传感器节点上减小源的大小也会消耗太多的能量。此外,这些方案没有长期考虑安全持久的来源存储。为了填补这一空白,我们提出了一种基于区块链的无压缩数据来源方案(BCP),其中来源分布地存储在沿着数据包路径的节点上,并且BS可以通过查询过程按需检索来源。由高性能节点(h节点)组成的基于边缘计算的监控网络部署在WSN上方或附近,将WSN的来源数据保存在基于区块链的数据库中。这样就保护了来源的安全性和真实性。此外,WSN在处理种源数据时不需要消耗大量的能量,这比以往的方案都要优越。仿真和实验结果表明,BCP方案比已知的分布式数据源方案更节能、更安全。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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