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Issue No:10, Vol.3 |
Oct - 2010 |
ISSN: 0974-5645 |
| RESEARCH ARTICLES |
Viewers & PDF |
| 6. Distributed and cooperative multi-agent based intrusion detection system. J.Arokia Renjit and K. L. Shunmuganathan. Indian J.Sci.Technol. Vol. 3, Issue 10, pp: 1070-1074. Domain site: http://www.indjst.org. |
 
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- Abst ract
One of the primary challenges in intrusion detection is modeling typical application behavior, so that we can recognize
attacks by their atypical effects without raising too many false alarms. IDS implemented using mobile agents is one of
the new paradigms for intrusion detection. In this paper, we have proposed an effective intrusion detection system in
which local agent collects data from its own system and it classifies anomaly behaviors using SVM classifier. Each
local agent is capable of removing the host system from the network on successful detection of attacks. The mobile
agent gathers information from the local agent before it allows the system to send data. Our system identifies
successful attacks from the anomaly behaviors. Experimental results show that the proposed system has high
detection rate and low false alarm rate which encourages the proposed system.
- Keywords:Mobile agents, classification, Intrusion detection system, packet loss, network security
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