基于区块链的无线传感器网络自适应信任管理

Shereen S. Ismail, Diana W. Dawoud, Tamara Al-Zyoud, H. Reza
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引用次数: 0

摘要

区块链是一项新兴技术,可用于提高各种物联网(IoT)应用中无线传感器网络(wsn)的安全级别。然而,由于对处理和通信的高要求,在WSNs中实现区块链仍然是一项具有挑战性的任务。无线传感器网络容易受到不同类型的网络攻击,传感器节点作为主要数据源,可能会受到损害或变得不可靠。为了解决这个问题,关键是要纳入一个基于区块链的信任机制,以保证选择可信的数据收集来源。本文提出了一种轻量级的基于区块链的自适应信任管理机制,该机制既维护了节点的信任,又便于识别恶意节点。引入信任智能合约,根据每个传感器节点在网络运行期间的行为,使用一组评估指标(如节点状态、传输信号强度、数据包发送速率、数据包转发速率和转发延迟)来评估每个传感器节点的可信度。所提出的机制被证明有助于减轻潜在的网络攻击并保持传感器节点之间的可信度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Towards Blockchain-based Adaptive Trust Management in Wireless Sensor Networks
Blockchain is an emerging technology that can be utilized to enhance Wireless Sensor Networks (WSNs) security level in various Internet of Things (IoT) applications. However, the implementation of blockchain in WSNs remains a challenging task due to the high demands for processing and communication. WSNs are prone to different types of cyber-attacks and the sensor nodes can be compromised or become unreliable as they are the primary data sources. To address this issue, it is crucial to incorporate a blockchain-based trust mechanism that guarantees the selection of trusted sources of data-gathering. This paper proposes a lightweight blockchain-based adaptive trust management mechanism that maintains nodes' trust and facilitates the identification of malicious nodes. A trust smart contract is introduced to evaluate the trustworthiness of each sensor node based on its behavior during the network operation using a set of assessment metrics such as node status, Transmitted Signal Strength, Packet Sending Rate, Packet Forwarding Rate, and Forwarding Delay. The proposed mechanism is shown to help mitigate potential cyber-attacks and maintain trustworthiness among sensor nodes.
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