Intrusion Detection Model in MANETs Using ANNs and ANFIS
In recent years, different approaches are implemented to improve the security level of Mobile Ad hoc Networks. The aim of this paper is to design a mechanism of intrusion detection for this Network to provide a security framework to detect an especial security attack. In a type of attack, considered in this research, an intruder node injects a large amount of junk packets into the network and causes a denial in the services of the attacked node to the network. The model is developed using 2 method of detection - ANFIS and ANNs - in a simulated environment. It is showed that almost all of models can detect Dos attack effectively.