Research Article
Comprehensive Analysis of Wireless Sensor Network Attack Prediction Using Supervised Machine Learning Technique
Author(s): Joy Winnie Wise DC*
The wireless sensor network represents a paradigm of infrastructure-less networking, wherein the absence of centralized access points, routers, or servers is a defining characteristic. Rather than relying on such traditional infrastructure, this network model leverages nodes as the primary agents for transmitting data packets. The contemporary landscape of wireless sensor networks is marked by a myriad of challenges, foremost among them being data security. As the proliferation of these networks continues, they are increasingly susceptible to a diverse array of attacks aimed at compromising data transmission integrity and precipitating data loss. Denial-of-Service (DoS) attacks pose a significant threat by inundating the network with spurious requests or traffic, thereby impeding legitimate communication and disrupting network functionality. Additionally, node compromise attacks explo.. View More»