A Self-protecting Approach for Service-oriented Mobile Applications

Detalhes bibliográficos
Autor(a) principal: Martins, Ronaldo Rodrigues [UNESP]
Data de Publicação: 2021
Outros Autores: de Oliveira Camargo, Marcos Paulo [UNESP], Passini, William Filisbino [UNESP], Campos, Gabriel Nagassaki [UNESP], Affonso, Frank José [UNESP]
Tipo de documento: Artigo de conferência
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://hdl.handle.net/11449/249150
Resumo: The evolution of software systems in the last 10 years has brought new challenges for the development area, especially for service-oriented Mobile Applications (MobApps). In the mobile computing domain, the integration of MobApps into service-based systems has been a feasible alternative to boost the capacity of processing and storage of such applications. In parallel, this type of application needs monitoring approaches mainly due to the need of dealing with a large number of users, continuous changes in the execution environment, and security threats. Besides that, most MobApps do not present the self-protecting property by default, resulting in a number of adverse situations, such as integrity of execution, reliability, security, and adaptations at runtime. The principal contribution of this paper is an approach based on MAPE-K (Monitor-Analyze-Plan-Execute over Knowledge) loop and machine learning techniques to ensure self-protecting features in MobApps, in particular, those based on services. Experimental results showed that this approach can autonomously and dynamically mitigate threats, making these applications more trustworthy and intrusion-safe. Our approach has good potential to contribute to the development of MobApps, going beyond existing approaches.
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spelling A Self-protecting Approach for Service-oriented Mobile ApplicationsMobile ApplicationsSecuritySelf-protectingWeb ServiceThe evolution of software systems in the last 10 years has brought new challenges for the development area, especially for service-oriented Mobile Applications (MobApps). In the mobile computing domain, the integration of MobApps into service-based systems has been a feasible alternative to boost the capacity of processing and storage of such applications. In parallel, this type of application needs monitoring approaches mainly due to the need of dealing with a large number of users, continuous changes in the execution environment, and security threats. Besides that, most MobApps do not present the self-protecting property by default, resulting in a number of adverse situations, such as integrity of execution, reliability, security, and adaptations at runtime. The principal contribution of this paper is an approach based on MAPE-K (Monitor-Analyze-Plan-Execute over Knowledge) loop and machine learning techniques to ensure self-protecting features in MobApps, in particular, those based on services. Experimental results showed that this approach can autonomously and dynamically mitigate threats, making these applications more trustworthy and intrusion-safe. Our approach has good potential to contribute to the development of MobApps, going beyond existing approaches.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Department of Statistics Applied Mathematics and Computation São Paulo State University - UNESP, PO Box 178, São PauloDepartment of Statistics Applied Mathematics and Computation São Paulo State University - UNESP, PO Box 178, São PauloFAPESP: 2019/21510-3Universidade Estadual Paulista (UNESP)Martins, Ronaldo Rodrigues [UNESP]de Oliveira Camargo, Marcos Paulo [UNESP]Passini, William Filisbino [UNESP]Campos, Gabriel Nagassaki [UNESP]Affonso, Frank José [UNESP]2023-07-29T14:03:49Z2023-07-29T14:03:49Z2021-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObject313-320International Conference on Enterprise Information Systems, ICEIS - Proceedings, v. 2, p. 313-320.2184-4992http://hdl.handle.net/11449/2491502-s2.0-85137946612Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengInternational Conference on Enterprise Information Systems, ICEIS - Proceedingsinfo:eu-repo/semantics/openAccess2023-07-29T14:03:49Zoai:repositorio.unesp.br:11449/249150Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T23:13:51.724732Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv A Self-protecting Approach for Service-oriented Mobile Applications
title A Self-protecting Approach for Service-oriented Mobile Applications
spellingShingle A Self-protecting Approach for Service-oriented Mobile Applications
Martins, Ronaldo Rodrigues [UNESP]
Mobile Applications
Security
Self-protecting
Web Service
title_short A Self-protecting Approach for Service-oriented Mobile Applications
title_full A Self-protecting Approach for Service-oriented Mobile Applications
title_fullStr A Self-protecting Approach for Service-oriented Mobile Applications
title_full_unstemmed A Self-protecting Approach for Service-oriented Mobile Applications
title_sort A Self-protecting Approach for Service-oriented Mobile Applications
author Martins, Ronaldo Rodrigues [UNESP]
author_facet Martins, Ronaldo Rodrigues [UNESP]
de Oliveira Camargo, Marcos Paulo [UNESP]
Passini, William Filisbino [UNESP]
Campos, Gabriel Nagassaki [UNESP]
Affonso, Frank José [UNESP]
author_role author
author2 de Oliveira Camargo, Marcos Paulo [UNESP]
Passini, William Filisbino [UNESP]
Campos, Gabriel Nagassaki [UNESP]
Affonso, Frank José [UNESP]
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (UNESP)
dc.contributor.author.fl_str_mv Martins, Ronaldo Rodrigues [UNESP]
de Oliveira Camargo, Marcos Paulo [UNESP]
Passini, William Filisbino [UNESP]
Campos, Gabriel Nagassaki [UNESP]
Affonso, Frank José [UNESP]
dc.subject.por.fl_str_mv Mobile Applications
Security
Self-protecting
Web Service
topic Mobile Applications
Security
Self-protecting
Web Service
description The evolution of software systems in the last 10 years has brought new challenges for the development area, especially for service-oriented Mobile Applications (MobApps). In the mobile computing domain, the integration of MobApps into service-based systems has been a feasible alternative to boost the capacity of processing and storage of such applications. In parallel, this type of application needs monitoring approaches mainly due to the need of dealing with a large number of users, continuous changes in the execution environment, and security threats. Besides that, most MobApps do not present the self-protecting property by default, resulting in a number of adverse situations, such as integrity of execution, reliability, security, and adaptations at runtime. The principal contribution of this paper is an approach based on MAPE-K (Monitor-Analyze-Plan-Execute over Knowledge) loop and machine learning techniques to ensure self-protecting features in MobApps, in particular, those based on services. Experimental results showed that this approach can autonomously and dynamically mitigate threats, making these applications more trustworthy and intrusion-safe. Our approach has good potential to contribute to the development of MobApps, going beyond existing approaches.
publishDate 2021
dc.date.none.fl_str_mv 2021-01-01
2023-07-29T14:03:49Z
2023-07-29T14:03:49Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/conferenceObject
format conferenceObject
status_str publishedVersion
dc.identifier.uri.fl_str_mv International Conference on Enterprise Information Systems, ICEIS - Proceedings, v. 2, p. 313-320.
2184-4992
http://hdl.handle.net/11449/249150
2-s2.0-85137946612
identifier_str_mv International Conference on Enterprise Information Systems, ICEIS - Proceedings, v. 2, p. 313-320.
2184-4992
2-s2.0-85137946612
url http://hdl.handle.net/11449/249150
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv International Conference on Enterprise Information Systems, ICEIS - Proceedings
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 313-320
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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