• Ushaben Barad

Wireless Sensor Networks (WSNs) play a vital role in various applications, including environmental monitoring, industrial automation, and surveillance. A particular dataset WSN-DS is employed for training the intrusion detection method. Pan et al. suggested a lightweight Intelligent Intrusion Detection method for WSN incorporating SCA and K-NN approaches. The compact mechanism is executed to SCA (C-SCA) for saving the computation period, and space, and the polymorphic mutation (PM) approach has been employed to compensate for reducing accuracy of optimization.

Wireless sensor networks; Intrusion detection; Whale optimization algorithm; Machine learning

"Monster enhance Procedure thru Appliance Education Obsessed Invasion Detection in Wireless Radar Linkages", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 6, page no.886-891, June-2018, Available :http://www.jetir.org/papers/JETIR1806931.pdf

"Monster enhance Procedure thru Appliance Education Obsessed Invasion Detection in Wireless Radar Linkages", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 6, page no. pp886-891, June-2018, Available at : http://www.jetir.org/papers/JETIR1806931.pdf