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...

Full description

Autores:
Lopez, Christian Camilo Urcuqui
Cadavid, Andres Navarro
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://repository.icesi.edu.co/biblioteca_digital/handle/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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spelling Lopez, Christian Camilo UrcuquiCadavid, Andres Navarroanavarro@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://repository.icesi.edu.co/biblioteca_digital/handle/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_abf2MalwareSystems engineeringTelecommunicationAndroid (Recurso electrónico)Teléfonos inteligentes - ProgramaciónIngeniería de sistemas y comunicacionesTelecomunicacionesMachine learning classifiers for android malware analysisinfo:eu-repo/semantics/conferenceObjecthttp://purl.org/coar/resource_type/c_c94fDocumento de conferenciainfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/version/c_970fb48d4fbd8a85Comunidad Universidad Icesi – InvestigadoresORIGINALdocumento.htmldocumento.htmltext/html305http://repository.icesi.edu.co/biblioteca_digital/bitstream/10906/82852/1/documento.html9eda396180211cd9ff26d5e1806c2484MD5110906/82852oai:repository.icesi.edu.co:10906/828522018-10-25 10:04:36.016Biblioteca Digital - Universidad icesicdcriollo@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 Lopez, Christian Camilo Urcuqui
Cadavid, Andres Navarro
dc.contributor.author.spa.fl_str_mv Lopez, Christian Camilo Urcuqui
Cadavid, Andres Navarro
dc.subject.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.none.fl_str_mv Android (Recurso electrónico)
dc.subject.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
dc.date.available.none.fl_str_mv 2018-02-19T15:33:47Z
dc.type.eng.fl_str_mv info:eu-repo/semantics/conferenceObject
dc.type.coar.none.fl_str_mv http://purl.org/coar/resource_type/c_c94f
dc.type.local.spa.fl_str_mv Documento de conferencia
dc.type.version.eng.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.coarversion.none.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a85
format http://purl.org/coar/resource_type/c_c94f
status_str publishedVersion
dc.identifier.isbn.none.fl_str_mv 978-1-5090-1084-4
dc.identifier.other.spa.fl_str_mv http://ieeexplore.ieee.org/document/7516385/
dc.identifier.uri.none.fl_str_mv http://repository.icesi.edu.co/biblioteca_digital/handle/10906/82852
dc.identifier.doi.none.fl_str_mv http://dx.doi.org/10.1109/ColComCon.2016.7516385
dc.identifier.instname.none.fl_str_mv instname: Universidad Icesi
dc.identifier.reponame.none.fl_str_mv reponame: Biblioteca Digital
dc.identifier.repourl.none.fl_str_mv repourl: https://repository.icesi.edu.co/
identifier_str_mv 978-1-5090-1084-4
instname: Universidad Icesi
reponame: Biblioteca Digital
repourl: https://repository.icesi.edu.co/
url http://ieeexplore.ieee.org/document/7516385/
http://repository.icesi.edu.co/biblioteca_digital/handle/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
dc.rights.uri.none.fl_str_mv https://creativecommons.org/licenses/by-nc-nd/4.0/
dc.rights.accessrights.eng.fl_str_mv info:eu-repo/semantics/openAccess
dc.rights.license.none.fl_str_mv Atribuci�n-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)
dc.rights.coar.none.fl_str_mv http://purl.org/coar/access_right/c_abf2
rights_invalid_str_mv 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
eu_rights_str_mv openAccess
dc.format.extent.none.fl_str_mv [Sin páginación]
dc.format.medium.spa.fl_str_mv Digital
dc.format.mimetype.eng.fl_str_mv application/pdf
dc.coverage.spatial.spa.fl_str_mv 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
dc.publisher.eng.fl_str_mv Institute of Electrical and Electronics Engineers Inc.
dc.publisher.faculty.spa.fl_str_mv Facultad de Ingeniería
dc.publisher.program.spa.fl_str_mv Ingeniería Telemática
dc.publisher.department.spa.fl_str_mv Departamento Académico de Tecnologías de Información y Comunicaciones (TICs)
dc.publisher.place.spa.fl_str_mv Cartagena
institution Universidad ICESI
bitstream.url.fl_str_mv http://repository.icesi.edu.co/biblioteca_digital/bitstream/10906/82852/1/documento.html
bitstream.checksum.fl_str_mv 9eda396180211cd9ff26d5e1806c2484
bitstream.checksumAlgorithm.fl_str_mv MD5
repository.name.fl_str_mv Biblioteca Digital - Universidad icesi
repository.mail.fl_str_mv cdcriollo@icesi.edu.co
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