Network functions virtualization-based security proposals for cloud computing environments
| Ano de defesa: | 2019 |
|---|---|
| Autor(a) principal: | |
| Orientador(a): | |
| Banca de defesa: | |
| Tipo de documento: | Tese |
| Tipo de acesso: | Acesso aberto |
| Idioma: | eng |
| Instituição de defesa: |
Universidade Federal do Rio de Janeiro
Brasil Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia Programa de Pós-Graduação em Engenharia Elétrica UFRJ |
| Programa de Pós-Graduação: |
Não Informado pela instituição
|
| Departamento: |
Não Informado pela instituição
|
| País: |
Não Informado pela instituição
|
| Palavras-chave em Português: | |
| Link de acesso: | http://hdl.handle.net/11422/20420 |
Resumo: | This thesis implements and evaluates Network Functions Virtualization-based security proposals for cloud computing environments. The following are the main contributions of this work: (i) We move a large number of security rules implemented in Top-of-Rack routers of a studied virtualized data center to virtual firewalls created in commodity hardware. Thus, we can reduce costs and release TCAM resources for accelerating routing operations. We evaluate an Iptables FireWall Virtual Se- curity Function (FW-VSF) performance against the demands encountered in the production data center studied. (ii) We propose and implement the ACLFLOW framework that is an NFV/SDN security framework that creates and manages dis- tributed OpenFlow FW-VSFs as an alternative to using router TCAMs or special- ized security middleboxes to control traffic from virtual machines in a cloud comput- ing environment. ACLFLOW translates regular security rules (source/destination IP, source/destination port, and protocol) into OpenFlow filtering rules. Besides, it creates and manages large amounts of OpenFlow rules on distributed firewall VSFs and implements mechanisms that orchestrate and accelerate the deployment of OpenFlow FW-VSF in production clouds. We also propose an algorithm that timely adapts FW-VSF rules to changes in the traffic conditions by dynamically prioritizing the most popular rules to improve performance. (iii) We propose and implement an NFV security architecture that provides automatic and efficient pro- tection against attacks, by chaining a Virtual Security Function to the data stream to dynamically block malicious traffic without stopping the benign one. We proto- type our security proposals into the Open Platform for NFV (OPNFV) and evaluate their performances. |
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Network functions virtualization-based security proposals for cloud computing environmentsPropostas de segurança baseadas em virtualização de função de rede para ambientes de computação em nuvemAtaques de segurançaRede definida por softwareVirtualização de funções de redeCNPQ::ENGENHARIAS::ENGENHARIA ELETRICA::ELETRONICA INDUSTRIAL, SISTEMAS E CONTROLES ELETRONICOSThis thesis implements and evaluates Network Functions Virtualization-based security proposals for cloud computing environments. The following are the main contributions of this work: (i) We move a large number of security rules implemented in Top-of-Rack routers of a studied virtualized data center to virtual firewalls created in commodity hardware. Thus, we can reduce costs and release TCAM resources for accelerating routing operations. We evaluate an Iptables FireWall Virtual Se- curity Function (FW-VSF) performance against the demands encountered in the production data center studied. (ii) We propose and implement the ACLFLOW framework that is an NFV/SDN security framework that creates and manages dis- tributed OpenFlow FW-VSFs as an alternative to using router TCAMs or special- ized security middleboxes to control traffic from virtual machines in a cloud comput- ing environment. ACLFLOW translates regular security rules (source/destination IP, source/destination port, and protocol) into OpenFlow filtering rules. Besides, it creates and manages large amounts of OpenFlow rules on distributed firewall VSFs and implements mechanisms that orchestrate and accelerate the deployment of OpenFlow FW-VSF in production clouds. We also propose an algorithm that timely adapts FW-VSF rules to changes in the traffic conditions by dynamically prioritizing the most popular rules to improve performance. (iii) We propose and implement an NFV security architecture that provides automatic and efficient pro- tection against attacks, by chaining a Virtual Security Function to the data stream to dynamically block malicious traffic without stopping the benign one. We proto- type our security proposals into the Open Platform for NFV (OPNFV) and evaluate their performances.Esta tese implementa e avalia propostas de segurança baseadas em virtualização de funções de rede para ambientes de computação em nuvem. Suas principais contribuições são: (i) transferimos o grande número de regras de segurança tipicamente implementadas nos roteadores de topo de rack de um datacenter estudado para funções virtualizadas de segurança firewall (FW-VSF), criadas em hardware de prateleira. Assim, reduzimos custos e liberamos recursos de TCAM para acelerar as operações de roteamento. Avaliamos o desempenho de uma FW-VSF criada com o Iptables (Iptables FW-VSF) em função das demandas encontradas no datacenter estudado. (ii) propomos e implementamos o framework ACLFLOW, que é uma estrutura de segurança NFV/SDN que cria e gerencia firewalls OpenFlow (FW-VSFs) distribuídos, como uma alternativa ao uso de TCAMs de roteador ou middleboxes de segurança, para controlar o tráfego de máquinas virtuais em um ambiente de computação em nuvem. O ACLFLOW converte regras de segurança regulares (IP de origem/destino, porta de origem/destino e protocolo) em regras de filtragem OpenFlow, cria e gerencia grandes quantidades de regras em OpenFlow FW-VSFs distribuídos, além de orquestrar e acelerar sua implantação em nuvens de produção. Também propomos um algoritmo que adapta oportunamente as regras do FW-VSF às mudanças nas condições de tráfego, priorizando dinamicamente as mais populares para melhoria de desempenho. (iii) propomos e implementamos uma arquitetura de segurança NFV que fornece proteção automática e eficiente contra ataques, encadeando uma VSF ao fluxo de dados para bloquear dinamicamente o tráfego malicioso, sem interromper o benigno. Prototipamos as propostas na plataforma aberta para NFV (Open Platform for NFV - OPNFV) e avaliamos seus desempenhos.Universidade Federal do Rio de JaneiroBrasilInstituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de EngenhariaPrograma de Pós-Graduação em Engenharia ElétricaUFRJDuarte, Otto Carlos Muniz Bandeirahttp://lattes.cnpq.br/9613695100589909Rubinstein, Marcelo GonçalvesFonseca, Mauro Sergio PereiraMadeira, Edmundo Roberto MauroCosta, Luís Henrique Maciel KosmalskiVelloso, Pedro BraconnotMauricio, Leopoldo Alexandre Freitas2023-05-09T21:45:11Z2023-12-21T03:00:25Z2019-04info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesishttp://hdl.handle.net/11422/20420enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFRJinstname:Universidade Federal do Rio de Janeiro (UFRJ)instacron:UFRJ2023-12-21T03:00:25Zoai:pantheon.ufrj.br:11422/20420Repositório InstitucionalPUBhttp://www.pantheon.ufrj.br/oai/requestpantheon@sibi.ufrj.bropendoar:2023-12-21T03:00:25Repositório Institucional da UFRJ - Universidade Federal do Rio de Janeiro (UFRJ)false |
| dc.title.none.fl_str_mv |
Network functions virtualization-based security proposals for cloud computing environments Propostas de segurança baseadas em virtualização de função de rede para ambientes de computação em nuvem |
| title |
Network functions virtualization-based security proposals for cloud computing environments |
| spellingShingle |
Network functions virtualization-based security proposals for cloud computing environments Mauricio, Leopoldo Alexandre Freitas Ataques de segurança Rede definida por software Virtualização de funções de rede CNPQ::ENGENHARIAS::ENGENHARIA ELETRICA::ELETRONICA INDUSTRIAL, SISTEMAS E CONTROLES ELETRONICOS |
| title_short |
Network functions virtualization-based security proposals for cloud computing environments |
| title_full |
Network functions virtualization-based security proposals for cloud computing environments |
| title_fullStr |
Network functions virtualization-based security proposals for cloud computing environments |
| title_full_unstemmed |
Network functions virtualization-based security proposals for cloud computing environments |
| title_sort |
Network functions virtualization-based security proposals for cloud computing environments |
| author |
Mauricio, Leopoldo Alexandre Freitas |
| author_facet |
Mauricio, Leopoldo Alexandre Freitas |
| author_role |
author |
| dc.contributor.none.fl_str_mv |
Duarte, Otto Carlos Muniz Bandeira http://lattes.cnpq.br/9613695100589909 Rubinstein, Marcelo Gonçalves Fonseca, Mauro Sergio Pereira Madeira, Edmundo Roberto Mauro Costa, Luís Henrique Maciel Kosmalski Velloso, Pedro Braconnot |
| dc.contributor.author.fl_str_mv |
Mauricio, Leopoldo Alexandre Freitas |
| dc.subject.por.fl_str_mv |
Ataques de segurança Rede definida por software Virtualização de funções de rede CNPQ::ENGENHARIAS::ENGENHARIA ELETRICA::ELETRONICA INDUSTRIAL, SISTEMAS E CONTROLES ELETRONICOS |
| topic |
Ataques de segurança Rede definida por software Virtualização de funções de rede CNPQ::ENGENHARIAS::ENGENHARIA ELETRICA::ELETRONICA INDUSTRIAL, SISTEMAS E CONTROLES ELETRONICOS |
| description |
This thesis implements and evaluates Network Functions Virtualization-based security proposals for cloud computing environments. The following are the main contributions of this work: (i) We move a large number of security rules implemented in Top-of-Rack routers of a studied virtualized data center to virtual firewalls created in commodity hardware. Thus, we can reduce costs and release TCAM resources for accelerating routing operations. We evaluate an Iptables FireWall Virtual Se- curity Function (FW-VSF) performance against the demands encountered in the production data center studied. (ii) We propose and implement the ACLFLOW framework that is an NFV/SDN security framework that creates and manages dis- tributed OpenFlow FW-VSFs as an alternative to using router TCAMs or special- ized security middleboxes to control traffic from virtual machines in a cloud comput- ing environment. ACLFLOW translates regular security rules (source/destination IP, source/destination port, and protocol) into OpenFlow filtering rules. Besides, it creates and manages large amounts of OpenFlow rules on distributed firewall VSFs and implements mechanisms that orchestrate and accelerate the deployment of OpenFlow FW-VSF in production clouds. We also propose an algorithm that timely adapts FW-VSF rules to changes in the traffic conditions by dynamically prioritizing the most popular rules to improve performance. (iii) We propose and implement an NFV security architecture that provides automatic and efficient pro- tection against attacks, by chaining a Virtual Security Function to the data stream to dynamically block malicious traffic without stopping the benign one. We proto- type our security proposals into the Open Platform for NFV (OPNFV) and evaluate their performances. |
| publishDate |
2019 |
| dc.date.none.fl_str_mv |
2019-04 2023-05-09T21:45:11Z 2023-12-21T03:00:25Z |
| dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
| dc.type.driver.fl_str_mv |
info:eu-repo/semantics/doctoralThesis |
| format |
doctoralThesis |
| status_str |
publishedVersion |
| dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/11422/20420 |
| url |
http://hdl.handle.net/11422/20420 |
| dc.language.iso.fl_str_mv |
eng |
| language |
eng |
| dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
| eu_rights_str_mv |
openAccess |
| dc.publisher.none.fl_str_mv |
Universidade Federal do Rio de Janeiro Brasil Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia Programa de Pós-Graduação em Engenharia Elétrica UFRJ |
| publisher.none.fl_str_mv |
Universidade Federal do Rio de Janeiro Brasil Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia Programa de Pós-Graduação em Engenharia Elétrica UFRJ |
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reponame:Repositório Institucional da UFRJ instname:Universidade Federal do Rio de Janeiro (UFRJ) instacron:UFRJ |
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Universidade Federal do Rio de Janeiro (UFRJ) |
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UFRJ |
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UFRJ |
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Repositório Institucional da UFRJ |
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Repositório Institucional da UFRJ |
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Repositório Institucional da UFRJ - Universidade Federal do Rio de Janeiro (UFRJ) |
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pantheon@sibi.ufrj.br |
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1861279117956087808 |