Machine learning classifiers for android malware analysis
Android is an operating system which currently has over one billion active users for all their mobile devices, with a market impact that is influencing an increase in the amount of information that can be obtained from different users, facts that have motivated the development of malware by cybercri...
- Autores:
-
Cadavid, Andres Navarro
Lopez, Christian Camilo Urcuqui
- Tipo de recurso:
- http://purl.org/coar/resource_type/c_c94f
- Fecha de publicación:
- 2016
- Institución:
- Universidad ICESI
- Repositorio:
- Repositorio ICESI
- Idioma:
- eng
- OAI Identifier:
- oai:repository.icesi.edu.co:10906/82852
- Acceso en línea:
- http://ieeexplore.ieee.org/document/7516385/
http://hdl.handle.net/10906/82852
http://dx.doi.org/10.1109/ColComCon.2016.7516385
- Palabra clave:
- Malware
Systems engineering
Telecommunication
Android (Recurso electrónico)
Teléfonos inteligentes - Programación
Ingeniería de sistemas y comunicaciones
Telecomunicaciones
- Rights
- openAccess
- License
- https://creativecommons.org/licenses/by-nc-nd/4.0/
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Cadavid, Andres NavarroLopez, Christian Camilo Urcuquianavarro@icesi.edu.coCartagena de Lat: 10 24 00 N degrees minutes Lat: 10.4000 decimal degrees Long: 075 33 00 W degrees minutes Long: -75.5500 decimal degrees2018-02-19T15:33:47Z2018-02-19T15:33:47Z2016-04-27978-1-5090-1084-4http://ieeexplore.ieee.org/document/7516385/http://hdl.handle.net/10906/82852http://dx.doi.org/10.1109/ColComCon.2016.7516385instname:Universidad Icesireponame:Biblioteca Digitalrepourl:https://repository.icesi.edu.co/Android is an operating system which currently has over one billion active users for all their mobile devices, with a market impact that is influencing an increase in the amount of information that can be obtained from different users, facts that have motivated the development of malware by cybercriminals. To solve the problems caused by malware, Android implements a different architecture and security controls, such as unique user ID (UID) for each application, system permissions, and its distribution platform Google Play. It has been shown that there are ways to violate that protection, and how the complexity for create a new solutions are increased while cybercriminals improve their skills to develop malware.[Sin páginación]Digitalapplication/pdfengInstitute of Electrical and Electronics Engineers Inc.Facultad de IngenieríaIngeniería TelemáticaDepartamento Académico de Tecnologías de Información y Comunicaciones (TICs)CartagenaCommunications and Computing (COLCOM), 2016 IEEE Colombian Conference on - 2016EL AUTOR, expresa que la obra objeto de la presente autorización es original y la elaboró sin quebrantar ni suplantar los derechos de autor de terceros, y de tal forma, la obra es de su exclusiva autoría y tiene la titularidad sobre éste. PARÁGRAFO: en caso de queja o acción por parte de un tercero referente a los derechos de autor sobre el artículo, folleto o libro en cuestión, EL AUTOR, asumirá la responsabilidad total, y saldrá en defensa de los derechos aquí autorizados; para todos los efectos, la Universidad Icesi actúa como un tercero de buena fe. Esta autorización, permite a la Universidad Icesi, de forma indefinida, para que en los términos establecidos en la Ley 23 de 1982, la Ley 44 de 1993, leyes y jurisprudencia vigente al respecto, haga publicación de este con fines educativos Todo persona que consulte ya sea la biblioteca o en medio electrónico podrá copiar apartes del texto citando siempre la fuentes, es decir el título del trabajo y el autor.https://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessAtribuci�n-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)http://purl.org/coar/access_right/c_abf2Machine learning classifiers for android malware analysisComunidad Universidad Icesi – InvestigadoresMalwareSystems engineeringTelecommunicationAndroid (Recurso electrónico)Teléfonos inteligentes - ProgramaciónIngeniería de sistemas y comunicacionesTelecomunicacioneshttp://purl.org/coar/resource_type/c_c94fDocumento de conferenciainfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/conferenceObjectORIGINALdocumento.htmldocumento.htmltext/html305https://repository.icesi.edu.co/bitstreams/470577d2-5e1a-4a4c-a665-867ad0ebbae9/download9eda396180211cd9ff26d5e1806c2484MD5110906/82852oai:repository.icesi.edu.co:10906/828522018-10-25 05:04:36.016https://creativecommons.org/licenses/by-nc-nd/4.0/Atribuci�n-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)open.accesshttps://repository.icesi.edu.coBiblioteca Digital - Universidad Icesiadquisicion-bib@listas.icesi.edu.co |
| dc.title.eng.fl_str_mv |
Machine learning classifiers for android malware analysis |
| title |
Machine learning classifiers for android malware analysis |
| spellingShingle |
Machine learning classifiers for android malware analysis Malware Systems engineering Telecommunication Android (Recurso electrónico) Teléfonos inteligentes - Programación Ingeniería de sistemas y comunicaciones Telecomunicaciones |
| title_short |
Machine learning classifiers for android malware analysis |
| title_full |
Machine learning classifiers for android malware analysis |
| title_fullStr |
Machine learning classifiers for android malware analysis |
| title_full_unstemmed |
Machine learning classifiers for android malware analysis |
| title_sort |
Machine learning classifiers for android malware analysis |
| dc.creator.fl_str_mv |
Cadavid, Andres Navarro Lopez, Christian Camilo Urcuqui |
| dc.contributor.author.spa.fl_str_mv |
Cadavid, Andres Navarro Lopez, Christian Camilo Urcuqui |
| dc.subject.proposal.eng.fl_str_mv |
Malware Systems engineering Telecommunication |
| topic |
Malware Systems engineering Telecommunication Android (Recurso electrónico) Teléfonos inteligentes - Programación Ingeniería de sistemas y comunicaciones Telecomunicaciones |
| dc.subject.proposal.none.fl_str_mv |
Android (Recurso electrónico) |
| dc.subject.proposal.spa.fl_str_mv |
Teléfonos inteligentes - Programación Ingeniería de sistemas y comunicaciones Telecomunicaciones |
| description |
Android is an operating system which currently has over one billion active users for all their mobile devices, with a market impact that is influencing an increase in the amount of information that can be obtained from different users, facts that have motivated the development of malware by cybercriminals. To solve the problems caused by malware, Android implements a different architecture and security controls, such as unique user ID (UID) for each application, system permissions, and its distribution platform Google Play. It has been shown that there are ways to violate that protection, and how the complexity for create a new solutions are increased while cybercriminals improve their skills to develop malware. |
| publishDate |
2016 |
| dc.date.issued.none.fl_str_mv |
2016-04-27 |
| dc.date.accessioned.none.fl_str_mv |
2018-02-19T15:33:47Z |
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2018-02-19T15:33:47Z |
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http://purl.org/coar/resource_type/c_c94f |
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Documento de conferencia |
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info:eu-repo/semantics/publishedVersion |
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http://purl.org/coar/version/c_970fb48d4fbd8a85 |
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info:eu-repo/semantics/conferenceObject |
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http://purl.org/coar/resource_type/c_c94f |
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publishedVersion |
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978-1-5090-1084-4 |
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http://ieeexplore.ieee.org/document/7516385/ |
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http://hdl.handle.net/10906/82852 |
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http://dx.doi.org/10.1109/ColComCon.2016.7516385 |
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instname:Universidad Icesi |
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reponame:Biblioteca Digital |
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repourl:https://repository.icesi.edu.co/ |
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978-1-5090-1084-4 instname:Universidad Icesi reponame:Biblioteca Digital repourl:https://repository.icesi.edu.co/ |
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http://ieeexplore.ieee.org/document/7516385/ http://hdl.handle.net/10906/82852 http://dx.doi.org/10.1109/ColComCon.2016.7516385 |
| dc.language.iso.eng.fl_str_mv |
eng |
| language |
eng |
| dc.relation.ispartof.eng.fl_str_mv |
Communications and Computing (COLCOM), 2016 IEEE Colombian Conference on - 2016 |
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https://creativecommons.org/licenses/by-nc-nd/4.0/ |
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info:eu-repo/semantics/openAccess |
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Atribuci�n-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0) |
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https://creativecommons.org/licenses/by-nc-nd/4.0/ Atribuci�n-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0) http://purl.org/coar/access_right/c_abf2 |
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openAccess |
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application/pdf |
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Cartagena de Lat: 10 24 00 N degrees minutes Lat: 10.4000 decimal degrees Long: 075 33 00 W degrees minutes Long: -75.5500 decimal degrees |
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Institute of Electrical and Electronics Engineers Inc. |
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Facultad de Ingeniería |
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Ingeniería Telemática |
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Departamento Académico de Tecnologías de Información y Comunicaciones (TICs) |
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Cartagena |
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Universidad ICESI |
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