An Ambient Intelligence approach to provide secure and trusted Pub/Sub messaging systems in IoT environments

[EN] Ambient Intelligence (AmI) is defined as a high-quality vision technology where content and information can be sensed and adopted from anytime, anywhere, and by any user in the environment. Much of the research in this area has focused on several aspects of AmI, such as computational and storag...

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Detalles Bibliográficos
Autores: Rathee, Geetanjali, Kerrache, Chaker Abdelaziz, Tavares De Araujo Cesariny Calafate, Carlos Miguel|||0000-0001-5729-3041
Tipo de recurso: artículo
Fecha de publicación:2022
País:España
Institución:Universitat Politècnica de València (UPV)
Repositorio:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
Idioma:inglés
OAI Identifier:oai:riunet.upv.es:10251/196132
Acceso en línea:https://riunet.upv.es/handle/10251/196132
Access Level:acceso abierto
Palabra clave:Secure AmI
Malicious network security
Trusted network
IoT
Trusted AmI
Pub/Sub messaging systems
ARQUITECTURA Y TECNOLOGIA DE COMPUTADORES
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network_acronym_str ES
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repository_id_str
spelling An Ambient Intelligence approach to provide secure and trusted Pub/Sub messaging systems in IoT environmentsRathee, GeetanjaliKerrache, Chaker AbdelazizTavares De Araujo Cesariny Calafate, Carlos Miguel|||0000-0001-5729-3041Secure AmIMalicious network securityTrusted networkIoTTrusted AmIPub/Sub messaging systemsARQUITECTURA Y TECNOLOGIA DE COMPUTADORES[EN] Ambient Intelligence (AmI) is defined as a high-quality vision technology where content and information can be sensed and adopted from anytime, anywhere, and by any user in the environment. Much of the research in this area has focused on several aspects of AmI, such as computational and storage complexity, accuracy, and transmission criteria. However, few works have focused on the various trust and security concerns associated to the message publish/subscribe (Pub/Sub) procedure when the on-the-fly technique is adopted. In fact, malicious devices may easily breach the legitimate devices with the aim of degrading the security and privacy in the network. The aim of this paper is to propose a secure and trusted on-the-fly Pub/Sub communication mechanism where the trust and transmission among various devices occurs by computing their trust using indirect factors. In addition, the accuracy and legitimacy of each communicating device is validated using a reinforcement learning scheme. Moreover, the proposed solution is validated and verified against various security measures over a traditional approach.This work is derived from R&D project PID2021-122580NB-I00, funded by MCIN/AEI/10.13039/501100011033, Spain and "ERDF A way of making Europe".ElsevierDepartamento de Informática de Sistemas y ComputadoresEscuela Técnica Superior de Ingeniería InformáticaGrupo de Redes de ComputadoresAGENCIA ESTATAL DE INVESTIGACIONEuropean Regional Development FundRepositorio Institucional de la Universitat Politècnica de València Riunet20222022-12-09journal articlehttp://purl.org/coar/resource_type/c_6501VoRhttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleapplication/pdfapplication/pdfhttps://riunet.upv.es/handle/10251/196132reponame:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valénciainstname:Universitat Politècnica de València (UPV)InglésengAgencia Estatal de Investigación http://dx.doi.org/10.13039/501100011033 PID2021-122580NB-I00 SISTEMAS INTELIGENTES DE SENSORIZACIÓN PARA ECOSISTEMAS, ESPACIOS URBANOS Y MOVILIDAD SOSTENIBLEopen accesshttp://purl.org/coar/access_right/c_abf2Reconocimiento - No comercial - Sin obra derivada (by-nc-nd) http://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessoai:riunet.upv.es:10251/1961322026-06-13T07:49:27Z
dc.title.none.fl_str_mv An Ambient Intelligence approach to provide secure and trusted Pub/Sub messaging systems in IoT environments
title An Ambient Intelligence approach to provide secure and trusted Pub/Sub messaging systems in IoT environments
spellingShingle An Ambient Intelligence approach to provide secure and trusted Pub/Sub messaging systems in IoT environments
Rathee, Geetanjali
Secure AmI
Malicious network security
Trusted network
IoT
Trusted AmI
Pub/Sub messaging systems
ARQUITECTURA Y TECNOLOGIA DE COMPUTADORES
title_short An Ambient Intelligence approach to provide secure and trusted Pub/Sub messaging systems in IoT environments
title_full An Ambient Intelligence approach to provide secure and trusted Pub/Sub messaging systems in IoT environments
title_fullStr An Ambient Intelligence approach to provide secure and trusted Pub/Sub messaging systems in IoT environments
title_full_unstemmed An Ambient Intelligence approach to provide secure and trusted Pub/Sub messaging systems in IoT environments
title_sort An Ambient Intelligence approach to provide secure and trusted Pub/Sub messaging systems in IoT environments
dc.creator.none.fl_str_mv Rathee, Geetanjali
Kerrache, Chaker Abdelaziz
Tavares De Araujo Cesariny Calafate, Carlos Miguel|||0000-0001-5729-3041
author Rathee, Geetanjali
author_facet Rathee, Geetanjali
Kerrache, Chaker Abdelaziz
Tavares De Araujo Cesariny Calafate, Carlos Miguel|||0000-0001-5729-3041
author_role author
author2 Kerrache, Chaker Abdelaziz
Tavares De Araujo Cesariny Calafate, Carlos Miguel|||0000-0001-5729-3041
author2_role author
author
dc.contributor.none.fl_str_mv Departamento de Informática de Sistemas y Computadores
Escuela Técnica Superior de Ingeniería Informática
Grupo de Redes de Computadores
AGENCIA ESTATAL DE INVESTIGACION
European Regional Development Fund
Repositorio Institucional de la Universitat Politècnica de València Riunet
dc.subject.none.fl_str_mv Secure AmI
Malicious network security
Trusted network
IoT
Trusted AmI
Pub/Sub messaging systems
ARQUITECTURA Y TECNOLOGIA DE COMPUTADORES
topic Secure AmI
Malicious network security
Trusted network
IoT
Trusted AmI
Pub/Sub messaging systems
ARQUITECTURA Y TECNOLOGIA DE COMPUTADORES
description [EN] Ambient Intelligence (AmI) is defined as a high-quality vision technology where content and information can be sensed and adopted from anytime, anywhere, and by any user in the environment. Much of the research in this area has focused on several aspects of AmI, such as computational and storage complexity, accuracy, and transmission criteria. However, few works have focused on the various trust and security concerns associated to the message publish/subscribe (Pub/Sub) procedure when the on-the-fly technique is adopted. In fact, malicious devices may easily breach the legitimate devices with the aim of degrading the security and privacy in the network. The aim of this paper is to propose a secure and trusted on-the-fly Pub/Sub communication mechanism where the trust and transmission among various devices occurs by computing their trust using indirect factors. In addition, the accuracy and legitimacy of each communicating device is validated using a reinforcement learning scheme. Moreover, the proposed solution is validated and verified against various security measures over a traditional approach.
publishDate 2022
dc.date.none.fl_str_mv 2022
2022-12-09
dc.type.none.fl_str_mv journal article
http://purl.org/coar/resource_type/c_6501
VoR
http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://riunet.upv.es/handle/10251/196132
url https://riunet.upv.es/handle/10251/196132
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.relation.none.fl_str_mv Agencia Estatal de Investigación http://dx.doi.org/10.13039/501100011033 PID2021-122580NB-I00 SISTEMAS INTELIGENTES DE SENSORIZACIÓN PARA ECOSISTEMAS, ESPACIOS URBANOS Y MOVILIDAD SOSTENIBLE
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
Reconocimiento - No comercial - Sin obra derivada (by-nc-nd)
http://creativecommons.org/licenses/by-nc-nd/4.0/
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
Reconocimiento - No comercial - Sin obra derivada (by-nc-nd)
http://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv reponame:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
instname:Universitat Politècnica de València (UPV)
instname_str Universitat Politècnica de València (UPV)
reponame_str RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
collection RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15,301603

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