Secure Routing using Multi-Objective Particle Swallow Swarm Optimization for Wireless Sensor Networks
Particle Swallow swarm Optimization, Distributed denial of service attack, Multiobjective, Wireless sensor networks.
In recent days, energy optimization and data security are the most important security issues when planning the network topology of Wireless Sensor Networks (WSNs).These types of malicious nodesareto be used to improve energy consumption and data delivery. Meanwhile the wireless sensor strategies are energy- constrained, the issues of high packet loss by the malicious nodes aresolved to enhance the network performance by reducing energy consumption and delay. In this work, a multi objective Particle Swallow Swarm optimization (MOPSSO) is proposed to secure data broadcast over the WSN. This optimization is the combination of the moth flame and hybrid swarm optimization (HSO), where it considers the four different parameters such as trust, distance, energy and number of hops for a cluster head (CH) selection and routing path generation. The proposed MOPSSO methods are used to provide security against the distributed denial of service (DDoS) attack. The performance ofthe MOPSO method calculated in terms of packet delivery ratio (PDR) and packet loss ratio(PLR).The existing methods such as multi-objective ant-colony-algorithm(MOACA),Genetic Algorithms(GA) for mobile nodes (MN) compares with the efficiency of MOPSSO method. The PDR of the MOPSSO method is 85.23% for DDoS attacks, when compared to the HSO and GA.
"Secure Routing using Multi-Objective Particle Swallow Swarm Optimization for Wireless Sensor Networks", IJSDR - International Journal of Scientific Development and Research (www.IJSDR.org), ISSN:2455-2631, Vol.8, Issue 9, page no.49 - 53, September-2023, Available :https://ijsdr.org/papers/IJSDR2309009.pdf
Volume 8
Issue 9,
September-2023
Pages : 49 - 53
Paper Reg. ID: IJSDR_208405
Published Paper Id: IJSDR2309009
Downloads: 000347016
Research Area: Computer Science & Technology
Country: Coimbatore, Tamilnadu, India
ISSN: 2455-2631 | IMPACT FACTOR: 9.15 Calculated By Google Scholar | ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 9.15 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
Publisher: IJSDR(IJ Publication) Janvi Wave
