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Security threats are vulnerable in recent times. Kaspersky intelligence report confirms that clustering and attacks makes crucial impact on the network as compared with other security attacks in wireless based environment .The current work focus on clustering of nodes in WSNs. Cat swarm optimization (CSO) algorithm is one of the bio-inspired algorithm and implemented for optimization of nodes to find a better route to transmit data packets in WSN. Also the work focuses on the presence ofdoi:10.35940/ijrte.e6039.018520 fatcat:dcky5aatlfeczf2jgxxr72xl54