Title :
Combination of Hierarchical and Cooperative Models of an IDS for MANETs
Author :
Chadli, Sara ; Emharraf, Mohamed ; Saber, Mohammed ; Ziyyat, Abdelhak
Author_Institution :
Lab. Electron. & Syst., Mohammed First Univ., Oujda, Morocco
Abstract :
Mobile Ad Hoc Networks (MANETs) are susceptible to a variety of attacks that threaten their operation and the provided services. Intrusion Detection Systems (IDSs) may act as defensive mechanisms, since they monitor network activities in order to detect malicious actions performed by intruders, and then initiate the appropriate countermeasures. IDS for MANETs have attracted much attention recently and thus, there are many publications that propose new IDS solutions or improvements to the existing. In this paper, we study the different existing IDS architectures for MANETs. We briefly present for each architecture, after an analysis, the strengths and weaknesses, the methods/techniques that have been proposed to improve the performances and the provided security services. Then, we propose a new IDS architecture for MANETs, this architecture is a combination model hierarchical based on clusters and cooperation model based on a multi-agent system (SMA). In this architecture, agents use a knowledge related to a global security ontology, it can be used to infer new detection rules.
Keywords :
cooperative communication; mobile ad hoc networks; multi-agent systems; ontologies (artificial intelligence); security of data; IDS; MANET; appropriate countermeasures; clusters; cooperative model; defensive mechanisms; hierarchical model; intrusion detection systems; malicious actions; mobile ad hoc networks; multiagent system; security ontology; Accuracy; Ad hoc networks; Computer architecture; Engines; Intrusion detection; Mobile computing; IDS architectures; Intrusion Detection System (IDS); MANETs security; Mobile ad hoc networks (MANETs); Multi-Agent System (SMA); Security attacks; Security vulnerabilities;
Conference_Titel :
Signal-Image Technology and Internet-Based Systems (SITIS), 2014 Tenth International Conference on
DOI :
10.1109/SITIS.2014.32