A Lightweight Detection Mechanism against Sybil Attack in Wireless Sensor Network

作者:Shi, Wei; Liu, Sanyang; Zhang, Zhaohui*
来源:KSII Transactions on Internet and Information Systems, 2015, 9(9): 3738-3750.
DOI:10.3837/tiis.2015.09.025

摘要

Sybil attack is a special kind of attack which is difficult to be detected in Wireless Sensor Network (WSN). So a lightweight detection mechanism based on LEACH-RSSI-ID (LRD) is proposed in this paper. Due to the characteristic of Low-Energy Adaptive Clustering Hierarchy (LEACH) protocol, none of nodes can be the cluster head forever. Meanwhile, in order to consume less energy, both factors which are called the remaining energy of nodes and relative density of nodes are taken into account. Therefore, Sybil attack can be found by analyzing the RSSI-ID tables. Different from the previous detection methods, even though Sybil attack occurs in the initialization phase, the malicious nodes can be detected by sink node. What's more, when each malicious node frequently changes identification, it will be detected in a short time. Through the simulations, it is revealed that the LRD mechanism can detect the Sybil attack with high detection rate and accuracy.