Real-world Deployment of a Smart and Green Wireless Sensor Network for Intrusion Detection
Intrusion detection is one of the most challenging applications in this research field of Wireless Sensor Networks(WSN). It combines challenges of minimizing false positives and negatives as well as those optimizing WSN lifespan.
In this paper we present the design and the deployment of a smart and green wireless sensor network for intrusion detection. Our system considers surveillance zone as a set of detection areas. Each area contains a set of sensor nodes related to each other and collaborating with each other in order to reduce false positives and false negatives under the supervision of a correlation node. The correlation node orchestrates area events to send alarms only when a true intrusion occurs and detects faulty nodes thanks to reputations parameters.
We tested our proposition with FreeRTOS based simulator we developed and real-world nodes. Results of simulations as well as those of the real-world deployments show that our proposal improves energy consumption and intrusion detection efficiency
Keywords: Wireless Sensor Networks, Collaborative intrusion detection, Real-world deployment, Green networking, Autonomic networking.
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ABOUT THE AUTHORS
Maïssa Mbaye
Maïssa Mbaye received a Master Degrees (Distributed Systems, Computer Network and Parallelism) at 2006 from University of Bordeaux 1 (France). In 2009 he obtained his PhD degree from University Bordeaux 1. Currently, Mr. Mbaye is Assistant Professor at University Gaston Berger (Senegal) and member of LANI (Laboratoire d’Analyse Numérique et Informatique). His research interests include distributed systems, cloud computing, Internet of Things, and security. He is co-founding member of the Senegalese Association of researchers in Computer Science. He is also the Vice Chairman of the Scientific Committee of the National Conference on Research in Computer Science and its Applications.
Mohamed Aymen Chalouf
Mohamed Aymen Chalouf has obtained his Computer Science Master (University of Bordeaux 1) and his Telecommunications Engineering Technology Diploma (ENSEIRB: Ecole Nationale Supérieure d'Electronique, Informatique et Radiocommunications de Bordeaux) in 2006. In December 2009, he received his Ph.D. from the University of Bordeaux 1. Currently, M. A. Chalouf is Asssociate Professor at the University of Rennes 1 (IUT of Lannion) and member of the IRISA (Institut de Recherche en Informatique et Systèmes Aléatoires) Laboratory, «Networks, Telecommunications and Services» department (D2). His research interests include the management of quality, security and energy in new network architectures, systems and services. His research has produced a number of publications in international journals and conferences.
Francine Krief
Francine KRIEF obtained the HDR degree (Habilitation à Diriger des Recherches) at University of Paris 6 on Context-aware Management, in December 2003. Currently, she is Professor at Bordeaux-INP and member of CNRS LaBRI Laboratory, UMR 5800, “Programming, Networks and Systems” team. Her main research activities concern self-management for wired and wireless networks, end-to-end signaling protocols and green networking. Her work on network and service management has led to many publications in journals and at conferences.
Martin Peres
LaBRI, University of Bordeaux Bordeaux, France
Maïssa Mbaye
Maïssa Mbaye received a Master Degrees (Distributed Systems, Computer Network and Parallelism) at 2006 from University of Bordeaux 1 (France). In 2009 he obtained his PhD degree from University Bordeaux 1. Currently, Mr. Mbaye is Assistant Professor at University Gaston Berger (Senegal) and member of LANI (Laboratoire d’Analyse Numérique et Informatique). His research interests include distributed systems, cloud computing, Internet of Things, and security. He is co-founding member of the Senegalese Association of researchers in Computer Science. He is also the Vice Chairman of the Scientific Committee of the National Conference on Research in Computer Science and its Applications.
Mohamed Aymen Chalouf
Mohamed Aymen Chalouf has obtained his Computer Science Master (University of Bordeaux 1) and his Telecommunications Engineering Technology Diploma (ENSEIRB: Ecole Nationale Supérieure d'Electronique, Informatique et Radiocommunications de Bordeaux) in 2006. In December 2009, he received his Ph.D. from the University of Bordeaux 1. Currently, M. A. Chalouf is Asssociate Professor at the University of Rennes 1 (IUT of Lannion) and member of the IRISA (Institut de Recherche en Informatique et Systèmes Aléatoires) Laboratory, «Networks, Telecommunications and Services» department (D2). His research interests include the management of quality, security and energy in new network architectures, systems and services. His research has produced a number of publications in international journals and conferences.
Francine Krief
Francine KRIEF obtained the HDR degree (Habilitation à Diriger des Recherches) at University of Paris 6 on Context-aware Management, in December 2003. Currently, she is Professor at Bordeaux-INP and member of CNRS LaBRI Laboratory, UMR 5800, “Programming, Networks and Systems” team. Her main research activities concern self-management for wired and wireless networks, end-to-end signaling protocols and green networking. Her work on network and service management has led to many publications in journals and at conferences.
Martin Peres
LaBRI, University of Bordeaux Bordeaux, France
