A Self-protecting Approach for Service-oriented Mobile Applications
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Outros Autores: | , , , |
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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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 |
|
_version_ |
1808129500909666304 |