Title :
An Efficient Distributed Trust Model for Wireless Sensor Networks
Author :
Jinfang Jiang ; Guangjie Han ; Feng Wang ; Lei Shu ; Guizani, Mohsen
Author_Institution :
Dept. of Inf. & Commun. Syst., Hohai Univ., Changzhou, China
Abstract :
Trust models have been recently suggested as an effective security mechanism for Wireless Sensor Networks (WSNs). Considerable research has been done on modeling trust. However, most current research work only takes communication behavior into account to calculate sensor nodes´ trust value, which is not enough for trust evaluation due to the widespread malicious attacks. In this paper, we propose an Efficient Distributed Trust Model (EDTM) for WSNs. First, according to the number of packets received by sensor nodes, direct trust and recommendation trust are selectively calculated. Then, communication trust, energy trust and data trust are considered during the calculation of direct trust. Furthermore, trust reliability and familiarity are defined to improve the accuracy of recommendation trust. The proposed EDTM can evaluate trustworthiness of sensor nodes more precisely and prevent the security breaches more effectively. Simulation results show that EDTM outperforms other similar models, e.g., NBBTE trust model.
Keywords :
telecommunication network reliability; telecommunication security; wireless sensor networks; EDTM; NBBTE trust model; WSN; communication trust; data trust; direct trust; efficient distributed trust model; energy trust; recommendation trust; security breaches; security mechanism; sensor node trust value; trust reliability; wireless sensor networks; Energy consumption; Monitoring; Reliability; Security; Uncertainty; Wireless communication; Wireless sensor networks; Wireless sensors networks; distributed trust model; energy efficient;
Journal_Title :
Parallel and Distributed Systems, IEEE Transactions on
DOI :
10.1109/TPDS.2014.2320505