Geography-informed energy conservation for Ad Hoc routing
Proceedings of the 7th annual international conference on Mobile computing and networking
Highly-resilient, energy-efficient multipath routing in wireless sensor networks
ACM SIGMOBILE Mobile Computing and Communications Review
Efficient tracing of failed nodes in sensor networks
WSNA '02 Proceedings of the 1st ACM international workshop on Wireless sensor networks and applications
Directed diffusion for wireless sensor networking
IEEE/ACM Transactions on Networking (TON)
Detecting selective forwarding attacks in wireless sensor networks
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Statistical wormhole detection in sensor networks
ESAS'05 Proceedings of the Second European conference on Security and Privacy in Ad-Hoc and Sensor Networks
Fuzzy logic based propagation limiting method for message routing in wireless sensor networks
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part IV
Routing techniques in wireless sensor networks: a survey
IEEE Wireless Communications
IEEE Communications Magazine
Statistical en-route filtering of injected false data in sensor networks
IEEE Journal on Selected Areas in Communications
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In wireless sensor networks, an adversary can use compromised nodes or outside jammer to launch selective forwarding attacks in which malicious nodes may refuse to forward certain messages and simply drop them, ensuring that they are not propagated any more. Multipath routing can be used to counter selective forwarding attacks. However, communication overheads in multipath routing increase dramatically as the number of paths increases. In this paper, we propose a fuzzy-based reliable data delivery method to counter selective forwarding attacks. The number of paths for data delivery is determined by a fuzzy logic with consideration of the energy level of the network and the number of malicious nodes. The proposed method uses the propagation limiting method as a means for routing if multipath routing is insufficient for reliable data delivery.