Yeom, KW Park, JH 2024-01-21T04:02:02Z 2024-01-21T04:02:02Z 2022-01-11 2005-12 0302-9743 https://pubs.kist.re.kr/handle/201004/135900 Many single points of failure exist in an intrusion detection system (IDS) based on a hierarchical architecture that does not have redundant communication lines and the capability to dynamically reconfigure relationships in the case of failure of key components. To solve this problem, we propose an IDS inspired by the human immune system based upon several mobile agents. The mobile agents act similarly to white blood cells of the immune system and travel from host to host in the network to detect any intrusions. As in the immune system, intrusions are detected by distinguishing between "self' and "non-self', or normal and abnormal process behavior respectively. In this paper we present our model, and show how mobile agent and artificial immune paradigms can be used to design efficient intrusion detection systems. We also discuss the validation of our model followed by a set of experiments we have carried out to evaluate the performance of our model using realistic case studies. English SPRINGER-VERLAG BERLIN An immune system inspired approach of collaborative intrusion detection system using mobile agents in wireless ad hoc networks Article 1 COMPUTATIONAL INTELLIGENCE AND SECURITY, PT 2, PROCEEDINGS, v.3802, pp.204 - 211 COMPUTATIONAL INTELLIGENCE AND SECURITY, PT 2, PROCEEDINGS 3802 204 211 scie scopus 000234874900031 2-s2.0-33646825370 Computer Science, Artificial Intelligence Computer Science, Information Systems Computer Science, Theory & Methods Computer Science Article; Proceedings Paper