DocumentCode :
2411574
Title :
An Intelligent Agent Based Approach for Intrusion Detection and Prevention in Adhoc Networks
Author :
Veeraraghavan, Sampathkumar ; Bose, S. ; Anand, K. ; Kannan, A.
Author_Institution :
Comput. Consultancy, Tata Consultancy Services Ltd., Chennai
fYear :
2007
fDate :
22-24 Feb. 2007
Firstpage :
534
Lastpage :
536
Abstract :
This paper describes about an intelligent agent based intrusion detection and prevention system for mobile ad hoc network. This system collects data from application layer and network layer and classifies them using the log file data collected from these layers and local anomalies are computed using local agents finally it is sent to a global agent for integration. The local agents monitor the two layers of the network to determine the correlation among the observed anomalous patterns, reporting such abnormal behavior to the administrator for taking possible action. Our simulation results obtained after integration shows that it is possible to obtain high intrusion-detection rates (99.2%) and low false-alarm rates
Keywords :
ad hoc networks; correlation methods; mobile agents; mobile radio; security of data; telecommunication security; application layer; correlation theory; intelligent agent based approach; intrusion detection; log file data; mobile ad hoc network; network layer; Application software; Computational modeling; Computer networks; Computer science; Intelligent agent; Intrusion detection; Mobile ad hoc networks; Monitoring; Testing; Variable speed drives; Forecasting Adhoc Network; Intelligent Agents; Intrusion Detection System; OneR algorithm;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing, Communications and Networking, 2007. ICSCN '07. International Conference on
Conference_Location :
Chennai
Print_ISBN :
1-4244-0997-7
Electronic_ISBN :
1-4244-0997-7
Type :
conf
DOI :
10.1109/ICSCN.2007.350658
Filename :
4156679
Link To Document :
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