Observatorio de I+D+i UPM

Memorias de investigación
Ponencias en congresos:
Eliminating routing protocol anomalies in wireless sensor networks using AI techniques
Año:2010
Áreas de investigación
  • Industria electrónica
Datos
Descripción
The specific nature of routing in sensor networks has made possible new sorts of attacks that can have closer insight and effect on the networks packets, the most important being the packet tampering. Routing attacks on the network level are the first step in tampering with the packets. In this work we propose a solution for detecting and eliminating these attacks that couples reputation systems with clustering techniques, namely unsupervised genetic algorithm and self-organizing maps, trained for detecting outliers in data. The algorithms use the feature space based on sequences of routing hops that provides ability of detecting wide range of attacks. We further present a flexible way of integrating the solution into targeted sensor network that can easily adapt its computational requirements to the existing network resources. The solution offers many benefits: scalable solution, fast response to adversarial activities, ability to detect unknown attacks, high adaptability, flexible integration, and high ability in detecting and confining attacks.
Internacional
Si
Nombre congreso
ACM Conference on Computer and Communications Security, CCS 2010
Tipo de participación
960
Lugar del congreso
Chicago, Illinois, USA
Revisores
Si
ISBN o ISSN
978-1-4503-0088-9
DOI
10.1145/1866423.1866426
Fecha inicio congreso
04/10/2010
Fecha fin congreso
08/10/2010
Desde la página
8
Hasta la página
13
Título de las actas
CCS'10 Proceedings of the 3rd ACM workshop on Artificial intelligence and security
Esta actividad pertenece a memorias de investigación
Participantes
  • Autor: Zorana Bankovic . (UPM)
  • Autor: Pedro Jose Malagon Marzo (UPM)
  • Autor: Alvaro Araujo Pinto (UPM)
  • Autor: Jose Manuel Moya Fernandez (UPM)
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Laboratorio de Sistemas Integrados (LSI)
  • Departamento: Ingeniería Electrónica
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