分布式可再生能源系统基于区块链的通信网络中的网络攻击模式:对大数据集的研究
Muhammad Faheem1,2,3, Mahmoud Ahmad Al-Khasawneh4, Arfat Ahmad Khan5
1School of Computing Technology and Innovations, University of Vaasa, Vaasa 65200, Finland.
Data in brief
|March 5, 2024
概括
本研究介绍了智能电网中基于Solana区块链的分布式能源 (DER) 网络攻击的数据集. 这些数据集揭示了影响可靠监控的攻击模式.
科学领域:
- 智能电网中的网络安全
- 能源系统中的区块链应用
- 工业无线传感器网络
背景情况:
- 分布式能源 (DER) 的可靠,弹性和安全的通信对于智能电网 (SG) 功能至关重要.
- 索拉纳区块链提供了高稳定性,可扩展性,吞吐量和低延迟,使其适合提高SGS中的DER安全性.
研究的目的:
- 介绍针对用于DERs的基于Solana区块链的工业无线传感器网络 (IWSNs) 的网络攻击的综合数据集.
- 分析攻击模式及其对SG实时事件监控和控制的影响.
- 为了促进智能电网应用中的网络威胁的识别和缓解.
主要方法:
- 来自Solana基于区块链的IWSN监控DER事件的大数据集的收集.
- 包括原始和精细数据,以突出明显的网络攻击趋势.
- 专注于特定的网络攻击,包括SQL注入,伪造和中间人 (MitM).
主要成果:
- 在网络攻击中确定了不同的模式,例如多余的数据生成,无效/欺骗性数据包传输,高带宽使用,重新路由,内存溢出,开销和高延迟.
- 证明了这些攻击模式如何损害DER实时事件监控和控制的有效性.
- 强调了这些网络威胁对智能电网可靠性和安全性的挑战.
结论:
- 这些数据集对于理解和应对智能电网中的DER网络攻击至关重要.
- 预计这些发现将有助于制定针对各种网络威胁的强有力的缓解战略.
- 使用这些数据集进行进一步的研究可以提高智能电网基础设施的整体安全性和弹性.
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