A Lightweight Scalable and Secure Blockchain Based IoT Using Fuzzy Logic
The Blockchain mechanism usually transacts the data between the blocks but there exists a restriction of total transaction within a local ledger. This often may lead to compromising the peer transaction validation both at local or global level. The integration of Internet of Things (IoT) data on the...
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Veröffentlicht in: | Wireless personal communications 2022-08, Vol.125 (3), p.2129-2146 |
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creator | Anita, N. Vijayalakshmi, M. Shalinie, S. Mercy |
description | The Blockchain mechanism usually transacts the data between the blocks but there exists a restriction of total transaction within a local ledger. This often may lead to compromising the peer transaction validation both at local or global level. The integration of Internet of Things (IoT) data on the blockchain transaction mechanism often fails due to limited resources in the blockchain to carry the rapid collection of IoT data. Further, the processing and validation of data and storing it in the form of logs in ledger may require additional computational time. In this paper, we address such limitations while integrating the IoT data collection modules with blockchain technology using fuzzy logic model. The study uses fuzzy logic engine to analyze the trust level of data packets entering the blockchain network. The encrypted while entering the blockchain and decryption at the receiver end is carried out in addition with the blockchain encryption and decryption. A closed-loop model is developed to address the security related concerns in block chain and data management within supply chains. The implementation of blockchain is carried out in Pyethereum tester tool under Ethereum platform. The result shows an improved security on blockchain than existing benchmark methods in terms block reliability and data integrity. |
doi_str_mv | 10.1007/s11277-022-09648-4 |
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The encrypted while entering the blockchain and decryption at the receiver end is carried out in addition with the blockchain encryption and decryption. A closed-loop model is developed to address the security related concerns in block chain and data management within supply chains. The implementation of blockchain is carried out in Pyethereum tester tool under Ethereum platform. 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The study uses fuzzy logic engine to analyze the trust level of data packets entering the blockchain network. The encrypted while entering the blockchain and decryption at the receiver end is carried out in addition with the blockchain encryption and decryption. A closed-loop model is developed to address the security related concerns in block chain and data management within supply chains. The implementation of blockchain is carried out in Pyethereum tester tool under Ethereum platform. 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Mercy</creatorcontrib><collection>CrossRef</collection><jtitle>Wireless personal communications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Anita, N.</au><au>Vijayalakshmi, M.</au><au>Shalinie, S. Mercy</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A Lightweight Scalable and Secure Blockchain Based IoT Using Fuzzy Logic</atitle><jtitle>Wireless personal communications</jtitle><stitle>Wireless Pers Commun</stitle><date>2022-08-01</date><risdate>2022</risdate><volume>125</volume><issue>3</issue><spage>2129</spage><epage>2146</epage><pages>2129-2146</pages><issn>0929-6212</issn><eissn>1572-834X</eissn><abstract>The Blockchain mechanism usually transacts the data between the blocks but there exists a restriction of total transaction within a local ledger. This often may lead to compromising the peer transaction validation both at local or global level. The integration of Internet of Things (IoT) data on the blockchain transaction mechanism often fails due to limited resources in the blockchain to carry the rapid collection of IoT data. Further, the processing and validation of data and storing it in the form of logs in ledger may require additional computational time. In this paper, we address such limitations while integrating the IoT data collection modules with blockchain technology using fuzzy logic model. The study uses fuzzy logic engine to analyze the trust level of data packets entering the blockchain network. The encrypted while entering the blockchain and decryption at the receiver end is carried out in addition with the blockchain encryption and decryption. A closed-loop model is developed to address the security related concerns in block chain and data management within supply chains. The implementation of blockchain is carried out in Pyethereum tester tool under Ethereum platform. 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subjects | Blockchain Communications Engineering Computer Communication Networks Computing time Cryptography Cybersecurity Data collection Data management Encryption Engineering Fuzzy logic Internet of Things Networks Packets (communication) Signal,Image and Speech Processing Supply chains |
title | A Lightweight Scalable and Secure Blockchain Based IoT Using Fuzzy Logic |
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