A SECURE AND ENERGY-EFFICIENT DATA TRANSMISSION FRAMEWORK FOR THE INTERNET OF THINGS

Detalhes bibliográficos
Autor(a) principal: PRADEEPA, K.
Data de Publicação: 2023
Outros Autores: Dr.M.Parveen
Tipo de documento: Artigo
Idioma: eng
Título da fonte: INFOCOMP: Jornal de Ciência da Computação
Texto Completo: https://infocomp.dcc.ufla.br/index.php/infocomp/article/view/2447
Resumo: The idea of the Internet of Things (IoT) has recently received a lot of attention from both businesses and academics. In the IoT, a base station receives data from millions of sensor devices and processes it before using it to build various smart systems, such as the smart grid, smart city, and smart healthcare. To ensure the accuracy of the data gathered, a secure link must be established between base station and sensor devices. The findings of the data analysis will be erroneous and cause much more severe harm if the data that was collected is corrupt. Additionally, due to their extremely low-power computational processors, these IoT devices have a very low level of interactivity. These devices perceive their surroundings, produce data, and transmit the data to the base station through intermediary devices. Using some routing algorithms with the aim of low power consumption, the data is delivered to the base station. Energy efficiency should be taken into account as a crucial performance metric when utilizing low-power IoT devices to create a routing algorithm. Therefore, this paper proposed a secure and energy-efficient data transmission framework (SE-DTF) for IoT. This framework consists of three phases. The first phase is a public and secret key with a token sharing (IoT-PSKTS) algorithm which is used to prevent key leakages in the IoT. The second phase focuses on low power consumption using the Hierarchical Fuzzy Logic Clustering (HFLC) algorithm and Minimum Power Consumption Routing (MPCR) algorithm. The third phase focuses on safe data transfer employing two-tier cryptography with ciphertext shifting and token-based access control, together with HMAC-SHA1 signature. The experimental findings demonstrate how securely the IoT-PSKTS algorithm can share both a public and a secret key with a token. It also demonstrates that the MPCR with the HFLC algorithm outperforms other existing algorithms in terms of throughput, packet delivery ratio, and power utilization. Additionally, it demonstrates that the two-tier cryptography technique uses less energy and requires less computation time for encryption and decryption than other cryptography techniques now in use.
id UFLA-5_208ac46216e4ecf7dcc29bdbf0551ca4
oai_identifier_str oai:infocomp.dcc.ufla.br:article/2447
network_acronym_str UFLA-5
network_name_str INFOCOMP: Jornal de Ciência da Computação
repository_id_str
spelling A SECURE AND ENERGY-EFFICIENT DATA TRANSMISSION FRAMEWORK FOR THE INTERNET OF THINGSThe idea of the Internet of Things (IoT) has recently received a lot of attention from both businesses and academics. In the IoT, a base station receives data from millions of sensor devices and processes it before using it to build various smart systems, such as the smart grid, smart city, and smart healthcare. To ensure the accuracy of the data gathered, a secure link must be established between base station and sensor devices. The findings of the data analysis will be erroneous and cause much more severe harm if the data that was collected is corrupt. Additionally, due to their extremely low-power computational processors, these IoT devices have a very low level of interactivity. These devices perceive their surroundings, produce data, and transmit the data to the base station through intermediary devices. Using some routing algorithms with the aim of low power consumption, the data is delivered to the base station. Energy efficiency should be taken into account as a crucial performance metric when utilizing low-power IoT devices to create a routing algorithm. Therefore, this paper proposed a secure and energy-efficient data transmission framework (SE-DTF) for IoT. This framework consists of three phases. The first phase is a public and secret key with a token sharing (IoT-PSKTS) algorithm which is used to prevent key leakages in the IoT. The second phase focuses on low power consumption using the Hierarchical Fuzzy Logic Clustering (HFLC) algorithm and Minimum Power Consumption Routing (MPCR) algorithm. The third phase focuses on safe data transfer employing two-tier cryptography with ciphertext shifting and token-based access control, together with HMAC-SHA1 signature. The experimental findings demonstrate how securely the IoT-PSKTS algorithm can share both a public and a secret key with a token. It also demonstrates that the MPCR with the HFLC algorithm outperforms other existing algorithms in terms of throughput, packet delivery ratio, and power utilization. Additionally, it demonstrates that the two-tier cryptography technique uses less energy and requires less computation time for encryption and decryption than other cryptography techniques now in use.Editora da UFLA2023-07-08info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://infocomp.dcc.ufla.br/index.php/infocomp/article/view/2447INFOCOMP Journal of Computer Science; Vol. 22 No. 1 (2023): June 20231982-33631807-4545reponame:INFOCOMP: Jornal de Ciência da Computaçãoinstname:Universidade Federal de Lavras (UFLA)instacron:UFLAenghttps://infocomp.dcc.ufla.br/index.php/infocomp/article/view/2447/591Copyright (c) 2023 pradeepaananthan1980 computer science, Dr.M.Parveeninfo:eu-repo/semantics/openAccessPRADEEPA, K. Dr.M.Parveen2023-07-09T00:28:43Zoai:infocomp.dcc.ufla.br:article/2447Revistahttps://infocomp.dcc.ufla.br/index.php/infocompPUBhttps://infocomp.dcc.ufla.br/index.php/infocomp/oaiinfocomp@dcc.ufla.br||apfreire@dcc.ufla.br1982-33631807-4545opendoar:2024-05-21T19:54:48.213405INFOCOMP: Jornal de Ciência da Computação - Universidade Federal de Lavras (UFLA)true
dc.title.none.fl_str_mv A SECURE AND ENERGY-EFFICIENT DATA TRANSMISSION FRAMEWORK FOR THE INTERNET OF THINGS
title A SECURE AND ENERGY-EFFICIENT DATA TRANSMISSION FRAMEWORK FOR THE INTERNET OF THINGS
spellingShingle A SECURE AND ENERGY-EFFICIENT DATA TRANSMISSION FRAMEWORK FOR THE INTERNET OF THINGS
PRADEEPA, K.
title_short A SECURE AND ENERGY-EFFICIENT DATA TRANSMISSION FRAMEWORK FOR THE INTERNET OF THINGS
title_full A SECURE AND ENERGY-EFFICIENT DATA TRANSMISSION FRAMEWORK FOR THE INTERNET OF THINGS
title_fullStr A SECURE AND ENERGY-EFFICIENT DATA TRANSMISSION FRAMEWORK FOR THE INTERNET OF THINGS
title_full_unstemmed A SECURE AND ENERGY-EFFICIENT DATA TRANSMISSION FRAMEWORK FOR THE INTERNET OF THINGS
title_sort A SECURE AND ENERGY-EFFICIENT DATA TRANSMISSION FRAMEWORK FOR THE INTERNET OF THINGS
author PRADEEPA, K.
author_facet PRADEEPA, K.
Dr.M.Parveen
author_role author
author2 Dr.M.Parveen
author2_role author
dc.contributor.author.fl_str_mv PRADEEPA, K.
Dr.M.Parveen
description The idea of the Internet of Things (IoT) has recently received a lot of attention from both businesses and academics. In the IoT, a base station receives data from millions of sensor devices and processes it before using it to build various smart systems, such as the smart grid, smart city, and smart healthcare. To ensure the accuracy of the data gathered, a secure link must be established between base station and sensor devices. The findings of the data analysis will be erroneous and cause much more severe harm if the data that was collected is corrupt. Additionally, due to their extremely low-power computational processors, these IoT devices have a very low level of interactivity. These devices perceive their surroundings, produce data, and transmit the data to the base station through intermediary devices. Using some routing algorithms with the aim of low power consumption, the data is delivered to the base station. Energy efficiency should be taken into account as a crucial performance metric when utilizing low-power IoT devices to create a routing algorithm. Therefore, this paper proposed a secure and energy-efficient data transmission framework (SE-DTF) for IoT. This framework consists of three phases. The first phase is a public and secret key with a token sharing (IoT-PSKTS) algorithm which is used to prevent key leakages in the IoT. The second phase focuses on low power consumption using the Hierarchical Fuzzy Logic Clustering (HFLC) algorithm and Minimum Power Consumption Routing (MPCR) algorithm. The third phase focuses on safe data transfer employing two-tier cryptography with ciphertext shifting and token-based access control, together with HMAC-SHA1 signature. The experimental findings demonstrate how securely the IoT-PSKTS algorithm can share both a public and a secret key with a token. It also demonstrates that the MPCR with the HFLC algorithm outperforms other existing algorithms in terms of throughput, packet delivery ratio, and power utilization. Additionally, it demonstrates that the two-tier cryptography technique uses less energy and requires less computation time for encryption and decryption than other cryptography techniques now in use.
publishDate 2023
dc.date.none.fl_str_mv 2023-07-08
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://infocomp.dcc.ufla.br/index.php/infocomp/article/view/2447
url https://infocomp.dcc.ufla.br/index.php/infocomp/article/view/2447
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://infocomp.dcc.ufla.br/index.php/infocomp/article/view/2447/591
dc.rights.driver.fl_str_mv Copyright (c) 2023 pradeepaananthan1980 computer science, Dr.M.Parveen
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2023 pradeepaananthan1980 computer science, Dr.M.Parveen
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Editora da UFLA
publisher.none.fl_str_mv Editora da UFLA
dc.source.none.fl_str_mv INFOCOMP Journal of Computer Science; Vol. 22 No. 1 (2023): June 2023
1982-3363
1807-4545
reponame:INFOCOMP: Jornal de Ciência da Computação
instname:Universidade Federal de Lavras (UFLA)
instacron:UFLA
instname_str Universidade Federal de Lavras (UFLA)
instacron_str UFLA
institution UFLA
reponame_str INFOCOMP: Jornal de Ciência da Computação
collection INFOCOMP: Jornal de Ciência da Computação
repository.name.fl_str_mv INFOCOMP: Jornal de Ciência da Computação - Universidade Federal de Lavras (UFLA)
repository.mail.fl_str_mv infocomp@dcc.ufla.br||apfreire@dcc.ufla.br
_version_ 1799874742695493632