The Proposed Intrusion Detection System using Support Vector Machine by IOT enabled WSN: A Survey
Anurag Khadtare, Pranav Kakani, Tushar Jambhulkar, Pratik Jagtap, Sumedh Gangadhar Dhengre · International Journal for Research in Applied Science and Engineering Technology · 2023
Abstract: Detecting intruders in computer networks is very important because it affects multiple communication and security domains finding network intruders can be difficult furthermore network intrusion detection remains a challenging undertaking due to the large amount of data required to train modern machine learning models to detect network intrusion risks recently many methods have been published for detecting network intruders however they face significant challenges as new threats continue to emerge that are undetectable by older systems this study evaluates different approaches to creating network intrusion detection systems the best features of the dataset are selected based on the correlations between features in addition we provide a complete functional and performance overview of an adaboost-based network attack detection solution based on these selected characteristics.