{"title":"Novel hybrid chaotic map-based secure data transmission between smart meter and HAN devices","authors":"Lokesh Goel, Hardik Chawla, Mohit Dua, Shelza Dua, Deepti Dhingra","doi":"10.1080/23080477.2023.2264564","DOIUrl":null,"url":null,"abstract":"ABSTRACTHome area network (HAN) devices send the electricity consumption and other important data to the smart meter that must remain confidential from other devices. This paper proposes a novel one-dimensional hybrid chaotic map. The proposed map shows excellent chaotic properties when analyzed by bifurcation diagram, Lyapunov exponent & Shannon entropy. We further design an encryption strategy for data transfers between the smart meter and HAN devices. The proposed encryption scheme uses the existing lightweight key management in advanced metering infrastructure (LKM-AMI) architecture for data transfers, in which the encrypted data is transferred through an insecure channel and private keys are provided by trusted third party (TTP) through secure channels. The 2-way communication between HAN devices and the smart meter sends messages that are encrypted by using the proposed novel hybrid one-dimensional chaotic map. The encryption strategy mainly consists of three steps. In the first step, the seed and the control parameters are initialized. The second phase generates two intermediate keys using the proposed hybrid chaotic map. In the last phase, we encrypt the message by applying permutation followed by diffusion using intermediate keys. The proposed encryption strategy is resistant to various attacks.KEYWORDS: Smart gridsmart meterhome area networkchaos theoryAMIadvanced metering infrastructure Disclosure statementNo potential conflict of interest was reported by the author(s).Data availability statementOn behalf of all authors, I, Lokesh Goel, declare that this article does not involve any generated or analyzed datasets. Data sharing does not apply to this study.Compliance with ethical standardsOn behalf of all authors, I, Lokesh Goel, hereby declare that: No external funding was obtained for this study.The authors and the submitted manuscript have no conflicts of interest to declare.This article does not include any studies involving human participants or animals that were performed by any of the authors.","PeriodicalId":53436,"journal":{"name":"Smart Science","volume":"27 1","pages":"0"},"PeriodicalIF":2.4000,"publicationDate":"2023-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Smart Science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/23080477.2023.2264564","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MULTIDISCIPLINARY SCIENCES","Score":null,"Total":0}
引用次数: 0
Abstract
ABSTRACTHome area network (HAN) devices send the electricity consumption and other important data to the smart meter that must remain confidential from other devices. This paper proposes a novel one-dimensional hybrid chaotic map. The proposed map shows excellent chaotic properties when analyzed by bifurcation diagram, Lyapunov exponent & Shannon entropy. We further design an encryption strategy for data transfers between the smart meter and HAN devices. The proposed encryption scheme uses the existing lightweight key management in advanced metering infrastructure (LKM-AMI) architecture for data transfers, in which the encrypted data is transferred through an insecure channel and private keys are provided by trusted third party (TTP) through secure channels. The 2-way communication between HAN devices and the smart meter sends messages that are encrypted by using the proposed novel hybrid one-dimensional chaotic map. The encryption strategy mainly consists of three steps. In the first step, the seed and the control parameters are initialized. The second phase generates two intermediate keys using the proposed hybrid chaotic map. In the last phase, we encrypt the message by applying permutation followed by diffusion using intermediate keys. The proposed encryption strategy is resistant to various attacks.KEYWORDS: Smart gridsmart meterhome area networkchaos theoryAMIadvanced metering infrastructure Disclosure statementNo potential conflict of interest was reported by the author(s).Data availability statementOn behalf of all authors, I, Lokesh Goel, declare that this article does not involve any generated or analyzed datasets. Data sharing does not apply to this study.Compliance with ethical standardsOn behalf of all authors, I, Lokesh Goel, hereby declare that: No external funding was obtained for this study.The authors and the submitted manuscript have no conflicts of interest to declare.This article does not include any studies involving human participants or animals that were performed by any of the authors.
期刊介绍:
Smart Science (ISSN 2308-0477) is an international, peer-reviewed journal that publishes significant original scientific researches, and reviews and analyses of current research and science policy. We welcome submissions of high quality papers from all fields of science and from any source. Articles of an interdisciplinary nature are particularly welcomed. Smart Science aims to be among the top multidisciplinary journals covering a broad spectrum of smart topics in the fields of materials science, chemistry, physics, engineering, medicine, and biology. Smart Science is currently focusing on the topics of Smart Manufacturing (CPS, IoT and AI) for Industry 4.0, Smart Energy and Smart Chemistry and Materials. Other specific research areas covered by the journal include, but are not limited to: 1. Smart Science in the Future 2. Smart Manufacturing: -Cyber-Physical System (CPS) -Internet of Things (IoT) and Internet of Brain (IoB) -Artificial Intelligence -Smart Computing -Smart Design/Machine -Smart Sensing -Smart Information and Networks 3. Smart Energy and Thermal/Fluidic Science 4. Smart Chemistry and Materials