Asymmetric Confidentiality in Blockchain Embedded Smart Grids in Galois Field

Bannishikha Banerjee, A. Jani, Niraj Shah
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引用次数: 2

Abstract

Economic growth requires a sharp increase in the utilization of energy. Since the initial mechanical era, financial development has been driven by industrialization, transportation, and, most important of all, electrification, majorly achieved by petroleum product ignition. This way of development has had malicious and abusive aftershocks on the environment since the beginning. Smart grids are an idea to slightly diminish the burden on our Mother Nature, but this idea is getting tainted by the anticipation of ferocious technophiles who may try to get the grid down using quantum computers in the coming years. Thus, security becomes one of the major concerns for the smart grid. In this paper, we propose a quantum-resistant framework for associating smart grids and blockchain embedded with a permutation-substitution-based public-key cryptosystem in Galois Field to prevent unauthorized access and perform encryption of the private information of the user and consumption statistics. Permutation and substitution are performed to increase the diffusion and confusion of the data. Expenditures are quantified from the dissipation particulars, and the payment of electricity bill is performed using our blockchain wallet. The prediction model of consumption data is generated availing stochastic gradient descent. The performance analysis of the proposed cryptosystem is predicted after a simulation of the smart grid.
Galois领域区块链嵌入式智能电网的非对称保密性研究
经济增长要求能源利用的急剧增加。自最初的机械时代以来,金融发展一直受到工业化、交通运输以及最重要的电气化的推动,电气化主要是通过石油产品点火实现的。这种发展方式从一开始就对环境产生了恶意和滥用的余震。智能电网是一个略微减轻大自然负担的想法,但这个想法正在被一些狂热的技术爱好者所玷污,他们可能会在未来几年里尝试使用量子计算机来降低电网的负荷。因此,安全成为智能电网的主要问题之一。在本文中,我们提出了一个量子抗框架,用于将智能电网和区块链嵌入到伽罗瓦场中基于置换替换的公钥密码系统中,以防止未经授权的访问,并对用户的私有信息和消费统计数据进行加密。进行排列和替换以增加数据的扩散和混淆。从耗散细节中量化支出,使用我们的区块链钱包支付电费。利用随机梯度下降法建立了消费数据的预测模型。通过对智能电网的仿真,对所提出的密码系统的性能进行了预测。
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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CiteScore
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