An Intrusion Detection Method for Ad Hoc Network Based on Class Association Rules Mining

Ad Hoc network is a newly developed network without fixed infrastructure and a changing topology. Its vulnerability makes it prone to attacks, which brings greater challenges for intrusion detection for Ad Hoc. Through analyzing the existing intrusion detection techniques as well as the characteristics of Ad Hoc network, this paper has proposed an intrusion detection technique based on class association rules. The result has shown that this method is more accurate and efficient than other methods of its kind, especially for the hidden attack detection.

[1]  Jean-Yves Le Boudec,et al.  An Artificial Immune System for Misbehavior Detection in Mobile Ad-Hoc Networks with Virtual Thymus, Clustering, Danger Signal and Memory Detectors , 2004, Int. J. Unconv. Comput..

[2]  Yang Li,et al.  A hybrid data mining anomaly detection technique in ad hoc networks , 2007, Int. J. Wirel. Mob. Comput..

[3]  Giovanni Vigna,et al.  An intrusion detection tool for AODV-based ad hoc wireless networks , 2004, 20th Annual Computer Security Applications Conference.

[4]  Philip S. Yu,et al.  Cross-feature analysis for detecting ad-hoc routing anomalies , 2003, 23rd International Conference on Distributed Computing Systems, 2003. Proceedings..

[5]  Hitesh Tewari,et al.  Real-time intrusion detection for ad hoc networks , 2005, Sixth IEEE International Symposium on a World of Wireless Mobile and Multimedia Networks.

[6]  Wenke Lee,et al.  A cooperative intrusion detection system for ad hoc networks , 2003, SASN '03.

[7]  Dharma P. Agrawal,et al.  SVM-based intrusion detection system for wireless ad hoc networks , 2003, 2003 IEEE 58th Vehicular Technology Conference. VTC 2003-Fall (IEEE Cat. No.03CH37484).

[8]  Wenke Lee,et al.  Intrusion detection in wireless ad-hoc networks , 2000, MobiCom '00.

[9]  Yang Li,et al.  Short Paper: A Distributed Cross-Layer Intrusion Detection System for Ad Hoc Networks , 2005, First International Conference on Security and Privacy for Emerging Areas in Communications Networks (SECURECOMM'05).

[10]  Banshilal Patidar.  Intrusion Detection in Wireless Ad Hoc Networks , 2010 .