Designing a model based on blockchain technology to strengthen cyber security in the banking industry
Subject Areas : Technology Development Infrastructures and Supporting organizations
hossein amoozadkhalili
1
,
neda haghi
2
,
Reza Tavakkoli-Moghaddam
3
1 - استادیار، گروه مهندسی صنایع، واحد نوشهر، دانشگاه آزاد اسلامی، نوشهر، ایران
2 - Islamic Azad University E-Campus
3 - School of Industrial Engineering, College of Engineering, University of Tehran, Tehran, Iran
Keywords: blockchain, cyber security, e-banking, business credit, Artificial neural network, banking industry ,
Abstract :
Designing a model based on blockchain technology to strengthen cyber security in the banking industry is one of the new methods studied in the banking industry to strengthen cyber security. Accordingly, this study seeks to achieve the goal of evaluating a model based on blockchain technology to strengthen cyber security in the banking industry based on artificial neural networks. This model is based on a conceptual model used in an MLP neural network simulation that simulates a blockchain-like process. Also, the neural networks created in the block chain have a strong connection and the possibility of breaking them is low. The data became closer to normal distribution after learning, indicating that blockchain technology will be able to provide cyber security. The level of correlation and efficiency presented was also reported and the findings of the study showed that the efficiency related to blockchain technologies after learning reached the level of 770.57 units, which shows that using the MLP method to learn the process of blockchain technology can be Lead to greater efficiency for cyber security. Also, the value of variance is equal to 27.77 and the mean value of computational values is equal to 0.35 and the value of correlation is equal to 0.99.
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