DocumentCode :
3121977
Title :
Temporal Analysis of Routing Activity for Anomaly Detection in Ad hoc Networks
Author :
Liu, Haitao ; Gupta, Rajiv
Author_Institution :
Arizona Univ., Tucson, AZ
fYear :
2006
fDate :
Oct. 2006
Firstpage :
505
Lastpage :
508
Abstract :
Mobile ad hoc network (MANET) faces serious security threat due to lack of consideration of security in design and inherent weaknesses. Anomaly detection techniques as well as preventive measures are in urgent need to protect ad hoc network. We propose an innovative anomaly detection technique based on temporal analysis of routing activities. Our approach uses data mining techniques to discover the underlying patterns of routing behavior and detect anomaly by comparing routing activities with the patterns. We tested the approach with two common attacks targeted at routing protocols and the experiment results show it is effective to detect routing disruption
Keywords :
ad hoc networks; data mining; mobile radio; routing protocols; telecommunication security; MANET; anomaly detection technique; data mining; mobile ad hoc network; routing disruption; routing protocol; security threat; temporal analysis; Ad hoc networks; Communication system control; Computer security; Data mining; Data security; Face detection; Mobile ad hoc networks; Peer to peer computing; Protection; Routing protocols; Ad hoc network; anomaly detection; routing; security; temporal analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mobile Adhoc and Sensor Systems (MASS), 2006 IEEE International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
1-4244-0507-6
Electronic_ISBN :
1-4244-0507-6
Type :
conf
DOI :
10.1109/MOBHOC.2006.278595
Filename :
4053941
Link To Document :
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