Decentralized intrusion detection in wireless sensor networks

Authors:
Ana Paula R. da Silva;Marcelo H. T. Martins;Bruno P. S. Rocha;Antonio A. F. Loureiro;Linnyer B. Ruiz;Hao Chi Wong
Affiliations:
Federal Univ of Minas Gerais, Belo Horizonte, MG, Brazil;Federal Univ of Minas Gerais, Belo Horizonte, MG, Brazil;Federal Univ of Minas Gerais, Belo Horizonte, MG, Brazil;Federal Univ of Minas Gerais, Belo Horizonte, MG, Brazil;Federal Univ of Minas Gerais, Belo Horizonte, MG, Brazil;Federal Univ of Minas Gerais, Belo Horizonte, MG, Brazil
Venue:
Proceedings of the 1st ACM international workshop on Quality of service & security in wireless and mobile networks
Year:
2005

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Abstract

Wireless sensor networks (WSNs) have many potential applications. Furthermore, in many scenarios WSNs are of interest to adversaries and they become susceptible to some types of attacks since they are deployed in open and unprotected environments and are constituted of cheap small devices. Preventive mechanisms can be applied to protect WSNs against some types of attacks. However, there are some attacks for which there is no known prevention methods. For these cases, it is necessary to use some mechanism of intrusion detection. Besides preventing the intruder from causing damages to the network, the intrusion detection system (IDS) can acquire information related to the attack techniques, helping in the development of prevention systems. In this work we propose an IDS that fits the demands and restrictions of WSNs. Simulation results reveal that the proposed IDS is efficient and accurate in detecting different kinds of simulated attacks.