P. Iyappan, Shikha Maheshwari, A. Saranya, M. Jayaprakash
{"title":"Deep Learning Model on Blockchain for Secured Mobile Communication","authors":"P. Iyappan, Shikha Maheshwari, A. Saranya, M. Jayaprakash","doi":"10.1109/ICDT57929.2023.10150581","DOIUrl":null,"url":null,"abstract":"The Internet of Things (IoT) is an open network model that aims to build and link the interactions between the devices and links. Conventional blockchain model aimed at increase the scalability but often it is limited by its capacity and performance. The deep learning algorithms aims to determine the parameters of the blockchain that finds the optimal value required to obtain an increased scalability without any limitations in its performance. In this paper, a deep learning model is integrated with the blockchain to improve the process of communication in a secured way. The deep learning model optimizes the necessary security parameters required to transfer the data in a secured way. The experimental validation shows an increased scalable task allocation than its predecessors.","PeriodicalId":266681,"journal":{"name":"2023 International Conference on Disruptive Technologies (ICDT)","volume":"177 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 International Conference on Disruptive Technologies (ICDT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICDT57929.2023.10150581","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The Internet of Things (IoT) is an open network model that aims to build and link the interactions between the devices and links. Conventional blockchain model aimed at increase the scalability but often it is limited by its capacity and performance. The deep learning algorithms aims to determine the parameters of the blockchain that finds the optimal value required to obtain an increased scalability without any limitations in its performance. In this paper, a deep learning model is integrated with the blockchain to improve the process of communication in a secured way. The deep learning model optimizes the necessary security parameters required to transfer the data in a secured way. The experimental validation shows an increased scalable task allocation than its predecessors.
物联网(Internet of Things, IoT)是一个开放的网络模型,旨在建立和连接设备和链路之间的交互。传统的区块链模型旨在提高可扩展性,但往往受到其容量和性能的限制。深度学习算法旨在确定区块链的参数,这些参数可以找到获得更高可扩展性所需的最佳值,而不会对其性能产生任何限制。本文将深度学习模型与区块链相结合,以安全的方式改进通信过程。深度学习模型优化了以安全方式传输数据所需的必要安全参数。实验验证表明,该方法比以前的方法具有更高的可扩展性任务分配。