Fuzzy based malicious node detection and security-aware multipath routing for wireless multimedia sensor network

被引:8
|
作者
Kumar, A. Ranjith [1 ]
Sivagami, A. [2 ]
机构
[1] Agni Coll Technol, OMR, Chennai, Tamil Nadu, India
[2] Aarupadai Veedu Inst Technol, OMR, Chennai 603104, Tamil Nadu, India
关键词
Wireless multimedia sensor networks (WMSNs); Malicious node detection; Fuzzy logic system; Improved elliptic curve cryptography; Oppositional particle swarm optimization;
D O I
10.1007/s11042-020-08631-0
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Wireless Multimedia Sensor Networks (WMSNs) have drawn tremendous attention because of their potential impact on scientific research and their numerous attractive applications. However, security is one of the main challenges to WMSN. During the data transmission from source to destination, the intermediate nodes may misbehave as a malicious node. So, before reliable data transmission, these malicious nodes are to be detected. In this paper, Fuzzy logic system is presented for malicious node detection. Using this fuzzy system, the trust score is calculated for each sensor node in the network. Depend on the calculated trust score, malicious nodes are detected. For securable data transmission, Improved Elliptic Curve Cryptography (IECC) algorithm is presented. In ECC, Oppositional Particle Swarm Optimization (OPSO) is included for optimal key generation. Simulation results show that the performance of this proposed approach outperforms that of the existing approaches in terms of energy consumption, network lifetime and delay.
引用
收藏
页码:14031 / 14051
页数:21
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