Controle de Acesso à IoT Baseado na Percepção de Comunidade e Confiança Social Contra Ataques Sybil

  • Gustavo de Oliveira UFPR
  • Michele Nogueira UFPR
  • Aldri Santos UFPR

Resumo


A evolução da IoT tem permitido que mais dispositivos de uso pessoal estejam conectados, e sejam influenciados pelos hábitos e comportamento dos proprietários. Logo, esses ambientes demandam por segurança no controle do acesso quanto à presença de intrusos, que venham a comprometer a privacidade ou perturbar o funcionamento da rede, como ataques Sybil. O advento do paradigma Social IoT possibilita que sistemas para o controle de acesso possam agregar contexto de comunidade e informações de sociabilidade dos dispositivos. Este trabalho propõe o mecanismo ELECTRON para o controle de acesso em redes IoT baseado na confiança social entre os dispositivos para proteger a rede de ataques Sybil. A similaridade social entre os dispositivos ajuda a definir comunidades na rede e compõem o calculo da confiança social, fortalecendo a confiabilidade entre dispositivos legítimos e sua resiliência contra a interação de atacantes Sybil. Resultados obtidos no simulador NS-3 mostram a eficácia do ELECTRON em identificar ataques Sybil na IoT que buscam acesso à rede. Ele alcançou taxas de detecção por volta de 90%, tendo variações de acordo com a comunidade na qual a confiança social é construída.

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Publicado
02/09/2019
DE OLIVEIRA, Gustavo; NOGUEIRA, Michele; SANTOS, Aldri. Controle de Acesso à IoT Baseado na Percepção de Comunidade e Confiança Social Contra Ataques Sybil. In: SIMPÓSIO BRASILEIRO DE SEGURANÇA DA INFORMAÇÃO E DE SISTEMAS COMPUTACIONAIS (SBSEG), 19. , 2019, São Paulo. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2019 . p. 71-84. DOI: https://doi.org/10.5753/sbseg.2019.13963.

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