Survey on Types of Attacks and Models of Intrusion Detection System

Networks are becoming increasingly dynamic due to the widespread use of portable wireless devices. Consequently, the Internet of Things (IoT) networks are able to adapt to diverse environments and applications, enhancing their flexibility. However, this increased flexibility also heightens the risk of attacks on such networks. This paper provides a comprehensive summary of the research conducted in the field of intrusion detection for securing various types of networks. The paper discusses the architecture of Intrusion Detection Systems (IDS) and categorizes them according to the specific networks they protect. It details the models proposed by various authors, elaborating on the techniques employed for detecting intrusions in different environments. Furthermore, the paper lists the strengths and limitations of various techniques used for intrusion detection. Lastly, it presents the evaluation parameters used to compare these models, offering a thorough comparison to understand their effectiveness and areas for improvement