A Distributed Intrusion Detection System Using Cooperative Agents

Hakimi, Zahra and Barati, Morteza and Javadi, Amir-Homayoun (2013) A Distributed Intrusion Detection System Using Cooperative Agents. Life Science Journal, 10 (8s). pp. 253-257. ISSN 1097-8135. (doi:https://doi.org/10.1109/ICEECS.2014.7045229) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

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Official URL
http://dx.doi.org/10.1109/ICEECS.2014.7045229

Abstract

Due to the extension of attacks to computer networks in the current decade, it is crucial to secure the networks in an appropriate and effective way. One solution is to have a host that supervises the situation for all the computers in the network and makes decision regarding possible attacks. This method is not effective in recently developed networks due to their large extension and high speed. We propose a new distributed intrusion detection system that is based on cooperative agents (‘DIDCA’). Agents are grouped into subsets of agents that are in connection with a leader on top. Leaders of different subsets communicate together to share all the information throughout the network. We simulated our method using DARPA 1999 database and compared it with Snort. Our results showed that our method achieved a better performance.

Item Type: Article
Uncontrolled keywords: DARPA,Java agent development environment (JADE),Snort,agent,distributed intrusion detection system
Subjects: T Technology > TA Engineering (General). Civil engineering (General) > TA168 Systems engineering, cybernetics and intelligent systems
Divisions: Faculties > Sciences > School of Computing > Computational Intelligence Group
Depositing User: Amir-Homayoun Javadi
Date Deposited: 13 Dec 2015 13:44 UTC
Last Modified: 05 Feb 2016 14:50 UTC
Resource URI: https://kar.kent.ac.uk/id/eprint/52622 (The current URI for this page, for reference purposes)
Javadi, Amir-Homayoun: https://orcid.org/0000-0003-0569-6441
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