Abstract
The technology used to detect network breaches has a big impact on the efficacy of an information security system in a computer network. Modern ways to detecting network intrusions are described in this study, as well as prospective future prospects for their improvement. Intrusion detection systems are classified, as well as the technologies that underpin them. The study focuses on the most advanced research topics in this discipline. The absence of computational models for detection and formal justification of attacks is discussed. In addition, we will look at the network intrusion detection system taxonomy, prior research, as well as open challenges and difficulties in the subject under investigation in this review.