An approach for detection of DDoS attacks against the control plane of software defined networks

Security of the infrastructure of Software De ned Net-works (SDN) is a challenging problem. SDN introduces new threat vectors in addition to those inherited from legacy networks. Thus, it becomes an attractive target for attackers. SDN separates the control and data planes, and migrates the control...

Full description

Autores:
Alvarez Arguello, Alejandro
Tipo de recurso:
Fecha de publicación:
2017
Institución:
Universidad Nacional de Colombia
Repositorio:
Universidad Nacional de Colombia
Idioma:
spa
OAI Identifier:
oai:repositorio.unal.edu.co:unal/61039
Acceso en línea:
https://repositorio.unal.edu.co/handle/unal/61039
http://bdigital.unal.edu.co/59847/
Palabra clave:
03 Obras enciclopédicas generales / Encyclopedias and books of facts
SDN
OpenFlow
DDoS
SPRT
Control plane
Rights
openAccess
License
Atribución-NoComercial 4.0 Internacional
id UNACIONAL2_d1959f7b11e337c914b373787513197d
oai_identifier_str oai:repositorio.unal.edu.co:unal/61039
network_acronym_str UNACIONAL2
network_name_str Universidad Nacional de Colombia
repository_id_str
dc.title.spa.fl_str_mv An approach for detection of DDoS attacks against the control plane of software defined networks
title An approach for detection of DDoS attacks against the control plane of software defined networks
spellingShingle An approach for detection of DDoS attacks against the control plane of software defined networks
03 Obras enciclopédicas generales / Encyclopedias and books of facts
SDN
OpenFlow
DDoS
SPRT
Control plane
title_short An approach for detection of DDoS attacks against the control plane of software defined networks
title_full An approach for detection of DDoS attacks against the control plane of software defined networks
title_fullStr An approach for detection of DDoS attacks against the control plane of software defined networks
title_full_unstemmed An approach for detection of DDoS attacks against the control plane of software defined networks
title_sort An approach for detection of DDoS attacks against the control plane of software defined networks
dc.creator.fl_str_mv Alvarez Arguello, Alejandro
dc.contributor.advisor.spa.fl_str_mv Gutierrez Betancur, Sergio Armando (Thesis advisor)
dc.contributor.author.spa.fl_str_mv Alvarez Arguello, Alejandro
dc.contributor.spa.fl_str_mv Branch Bedoya, John Willian
dc.subject.ddc.spa.fl_str_mv 03 Obras enciclopédicas generales / Encyclopedias and books of facts
topic 03 Obras enciclopédicas generales / Encyclopedias and books of facts
SDN
OpenFlow
DDoS
SPRT
Control plane
dc.subject.proposal.spa.fl_str_mv SDN
OpenFlow
DDoS
SPRT
Control plane
description Security of the infrastructure of Software De ned Net-works (SDN) is a challenging problem. SDN introduces new threat vectors in addition to those inherited from legacy networks. Thus, it becomes an attractive target for attackers. SDN separates the control and data planes, and migrates the control functions to a logically centralized entity called controller which might be an attractive target for Denial-of-Service (DoS) and Distributed Denial-of-Service (DDoS) attacks. These attacks can be executed easily using open access tools and without requiring specialized or high performance hardware. According to the literature, the protection of the SDN infrastructure, specially against this kind of threats has not been widely addressed. Thus, we propose an algorithm to detect DDoS attacks against SDN control plane. Our algorithm considers both the OpenFlow trafc towards the control plane and speci c interfaces of OpenFlow switches (local perspective detection) or the whole agreggated OpenFlow trac on the control channel (global perspective detection). In our evaluation, we achieved a 99.94% of accuracy in detecting attacks with a 0.04% of false positives and 0.07% of false negatives.
publishDate 2017
dc.date.issued.spa.fl_str_mv 2017-10-18
dc.date.accessioned.spa.fl_str_mv 2019-07-02T19:45:53Z
dc.date.available.spa.fl_str_mv 2019-07-02T19:45:53Z
dc.type.spa.fl_str_mv Trabajo de grado - Maestría
dc.type.driver.spa.fl_str_mv info:eu-repo/semantics/masterThesis
dc.type.version.spa.fl_str_mv info:eu-repo/semantics/acceptedVersion
dc.type.content.spa.fl_str_mv Text
dc.type.redcol.spa.fl_str_mv http://purl.org/redcol/resource_type/TM
status_str acceptedVersion
dc.identifier.uri.none.fl_str_mv https://repositorio.unal.edu.co/handle/unal/61039
dc.identifier.eprints.spa.fl_str_mv http://bdigital.unal.edu.co/59847/
url https://repositorio.unal.edu.co/handle/unal/61039
http://bdigital.unal.edu.co/59847/
dc.language.iso.spa.fl_str_mv spa
language spa
dc.relation.ispartof.spa.fl_str_mv Universidad Nacional de Colombia Sede Medellín Facultad de Minas Escuela de Sistemas Ingeniería de Sistemas e Informática
Ingeniería de Sistemas e Informática
dc.relation.references.spa.fl_str_mv Alvarez Arguello, Alejandro (2017) An approach for detection of DDoS attacks against the control plane of software defined networks. Maestría thesis, Universidad Nacional de Colombia – Sede Medellín.
dc.rights.spa.fl_str_mv Derechos reservados - Universidad Nacional de Colombia
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.license.spa.fl_str_mv Atribución-NoComercial 4.0 Internacional
dc.rights.uri.spa.fl_str_mv http://creativecommons.org/licenses/by-nc/4.0/
dc.rights.accessrights.spa.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv Atribución-NoComercial 4.0 Internacional
Derechos reservados - Universidad Nacional de Colombia
http://creativecommons.org/licenses/by-nc/4.0/
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.mimetype.spa.fl_str_mv application/pdf
institution Universidad Nacional de Colombia
bitstream.url.fl_str_mv https://repositorio.unal.edu.co/bitstream/unal/61039/1/1040740558.2017.pdf
https://repositorio.unal.edu.co/bitstream/unal/61039/2/1040740558.2017.pdf.jpg
bitstream.checksum.fl_str_mv af22e30e76f59749acfa2161b3629b0f
28db413420a25a6ef6ddda41640f2a44
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
repository.name.fl_str_mv Repositorio Institucional Universidad Nacional de Colombia
repository.mail.fl_str_mv repositorio_nal@unal.edu.co
_version_ 1814090146588393472
spelling Atribución-NoComercial 4.0 InternacionalDerechos reservados - Universidad Nacional de Colombiahttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Branch Bedoya, John WillianGutierrez Betancur, Sergio Armando (Thesis advisor)80aaf650-1762-4dd8-a445-0b29b838fe13-1Alvarez Arguello, Alejandroc48ae8be-7671-4483-acb5-12a784e67cb73002019-07-02T19:45:53Z2019-07-02T19:45:53Z2017-10-18https://repositorio.unal.edu.co/handle/unal/61039http://bdigital.unal.edu.co/59847/Security of the infrastructure of Software De ned Net-works (SDN) is a challenging problem. SDN introduces new threat vectors in addition to those inherited from legacy networks. Thus, it becomes an attractive target for attackers. SDN separates the control and data planes, and migrates the control functions to a logically centralized entity called controller which might be an attractive target for Denial-of-Service (DoS) and Distributed Denial-of-Service (DDoS) attacks. These attacks can be executed easily using open access tools and without requiring specialized or high performance hardware. According to the literature, the protection of the SDN infrastructure, specially against this kind of threats has not been widely addressed. Thus, we propose an algorithm to detect DDoS attacks against SDN control plane. Our algorithm considers both the OpenFlow trafc towards the control plane and speci c interfaces of OpenFlow switches (local perspective detection) or the whole agreggated OpenFlow trac on the control channel (global perspective detection). In our evaluation, we achieved a 99.94% of accuracy in detecting attacks with a 0.04% of false positives and 0.07% of false negatives.Resumen: La seguridad de la infraestructura de las Redes Definidas por Software (SDN por sus siglas en inglés) es un problema difícil. SDN introduce nuevos vectores de amenaza adicionales a aquellos heredados de las redes tradicionales. SDN se convierte entonces en un objetivo atractivo para los atacantes. SDN separa el plano de control y el plano de datos, y de manera que las funciones de control se migran a una entidad centralizada desde el punto de vista lógico, llamada controlador el cual puede ser un objetivo atractivo para ataques de Denegación de Servicios (DoS) y de Denegación on de Servicio Distribuidos (DDoS). Estos ataques pueden ser ejecutados fácilmente usando herramientas de acceso libre y sin requerir hardware especializado o de alto rendimiento. Según la literatura, la protección de la infraestructura SDN, especialmente contra este tipo de amenazas no ha sido abordada ampliamente. Proponemos un algoritmo para detectar ataques DDoS contra el plano de control SDN. Nuestro algoritmo considera el tráfico que pasa entre el plano de control y las interfaces específicas de los suiches OpenFlow (perspectiva local de detección) y todo el tráfico OpenFlow agregado en el canal de control (perspectiva global de detección). En nuestra evaluación, logramos un 99.94% de precisión en la detección de los ataques con un 0.04% de falsos positivos (eventos que no corresponden a ataques) y un 0.07% de falsos negativos (eventos de ataques que fueron ignorados).Maestríaapplication/pdfspaUniversidad Nacional de Colombia Sede Medellín Facultad de Minas Escuela de Sistemas Ingeniería de Sistemas e InformáticaIngeniería de Sistemas e InformáticaAlvarez Arguello, Alejandro (2017) An approach for detection of DDoS attacks against the control plane of software defined networks. Maestría thesis, Universidad Nacional de Colombia – Sede Medellín.03 Obras enciclopédicas generales / Encyclopedias and books of factsSDNOpenFlowDDoSSPRTControl planeAn approach for detection of DDoS attacks against the control plane of software defined networksTrabajo de grado - Maestríainfo:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/acceptedVersionTexthttp://purl.org/redcol/resource_type/TMORIGINAL1040740558.2017.pdfTesis de Maestría en Ingeniería - Ingeniería de Sistemasapplication/pdf1244745https://repositorio.unal.edu.co/bitstream/unal/61039/1/1040740558.2017.pdfaf22e30e76f59749acfa2161b3629b0fMD51THUMBNAIL1040740558.2017.pdf.jpg1040740558.2017.pdf.jpgGenerated Thumbnailimage/jpeg4837https://repositorio.unal.edu.co/bitstream/unal/61039/2/1040740558.2017.pdf.jpg28db413420a25a6ef6ddda41640f2a44MD52unal/61039oai:repositorio.unal.edu.co:unal/610392023-10-17 10:17:10.91Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co