Intrusion detection with neural networks and watermarking techniques for MANET

2007 IEEE International Conference on Pervasive Services, ICPS

Volumn , Issue , 2007, Pages 118-127

  Mitrokotsa, Aikaterini ^a   Komninos, Nikos ^b   Douligeris, Christos ^a  

^a UNIVERSITY OF PIRAEUS   (Greece)

^b ATHENS INFORMATION TECHNOLOGY   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

ACCESS CONTROL; AD HOC NETWORKS; ARTIFICIAL INTELLIGENCE; COMPUTER CRIME; ELECTRIC BREAKDOWN; INFORMATION SYSTEMS; LEARNING ALGORITHMS; LEARNING SYSTEMS; MAPS; NEURAL NETWORKS; PAPERMAKING; SENSORS; UBIQUITOUS COMPUTING; VISUALIZATION; WATERMARKING; WEIGHT CONTROL; WIRELESS TELECOMMUNICATION SYSTEMS;

HIGH-EFFICIENCY; INFORMATION VISUALIZATION; INTELLIGENT TECHNIQUES; INTERNATIONAL CONFERENCES; INTRUSION DETECTION SYSTEMS; INTRUSION PREVENTION; MACHINE-LEARNING TECHNIQUES; MOBILE AD-HOC NETWORKS; MOBILITY PATTERNS; PERVASIVE SERVICES; PROTECTION METHODS; TRAFFIC CONDITIONS; WATERMARKING TECHNIQUES;

INTRUSION DETECTION;

EID: 52249094893     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PERSER.2007.4283901     Document Type: Conference Paper

References (19)

1. S. Makki, N. Pissinou, H. Huang, "The Security issues in the adhoc on demand distance vector routing protocol (AODV)", In Proc. of the 2004 International Conference on Security and Management (SAM'04), pp.427-432.
2. N. Komninos, D. Vergados and C. Douligeris, "Detecting Unauthorized and Compromised Nodes in Mobile Ad-Hoc Networks", Journal in Ad Hoc Networks, Elsevier Press, Vol. 5, (3), April 2007, pp. 289-298.
3. J. Seitz, "Digital Watermarking for Digital Media", Information Science Publishing, Information Resources Press Arlington.VA, USA, 2005.
4. O. Zhang, "New techniques for Digital Watermarking", ProQuest / UMI, 2006-12-13.
5. T. Furon, "A survey of Watermarking Security, Digital Watermarking", In Proc. of 4h International Workshop on Digital Watermarking (IWDW'05), Sept. 2005, Siena, Italy, pp. 201-215.
6. Y. Zhang, W. Lee, Y. Huang, "Intrusion Detection Techniques for Mobile Wireless Networks", Wireless Networks vol. 9, no. 5, pp. 545-556, Sept. 2003.
7. Y. Huang, and W. Lee, "A Cooperative Intrusion Detection System for Ad Hoc Networks", In Proc. of the 1st ACM Workshop on Security of Ad Hoc and Sensor Networks (SASN'03), October 2003, Fairfax, Virginia, USA, pp. 135-147.
8. H. Deng, Q. Zeng, and D. P. Agrawal, "SVM-based Intrusion Detection System for Wireless Ad Hoc Networks", In Proceedings of the IEEE Vehicular Technology Conference (VTC'03), Oct. 2003, Orlando, Florida, USA, pp. 2147-2151.
9. O. Kachirski, and R. Guha, "Intrusion Detection Using Mobile agents in wireless Ad hoc Networks", In Proc. of the IEEE workshop on Knowledge Media Networking, July 2002, Kyoto Japan, pp. 153-158.
10. Y. Liu, Y. Li, H. Man, "MAC Layer Anomaly Detection in Ad Hoc Networks", In Proceedings of 6th IEEE Information Assurance Workshop, June 2005, New York, USA, pp.402- 409.
11. Y. Huang, W. Fan, W. Lee, P.Yu, "Cross-Feature analysis for Detecting Ad-Hoc Routing Anomalies", In Proc. of the 23rd International Conference on Distributed Computing Systems, May 2003, Rhode Island, USA, pp. 478.
12. P. Kannadiga, M. Zulkernine, and S. Ahamed, "Towards an Intrusion Detection System for Pervasive Computing Environments", In Proc. of the International Conference on Information Technology (ITCC'05), Las Vegas, Nevada, April 200, pp. 277-282.
13. X. Wang, D.S. Reeves, S.F. Wu, J. Yuill, "Sleepy watermark tracing: an active network-based intrusion response framework", In Proc. of the IFIP 16th International Conference of Information Security, June 2001, Paris, France, pp. 369-384.
14. R. Páez, C. Satizábal, J. Forné, "Cooperative Itinerant Agents (CIA): Security Scheme for Intrusion Detection Systems", In Proc. of the International Conference on Internet Surveillance & Protection (ICISP '06), August 2006, Côte d'Azur, France, pp. 26.
15. S. Haykin, "Neural Networks: A comprehensive Foundation", Prentice-Hall, New Jersey, USA, 2nd edition, 1999.
16. A. Ultsch, "Data Mining and Knowledge Discovery with Emergent SOFMs for Multivariate Time Series", In Kohonen Maps, Elsevier Science, pp. 33-46, 1999.
17. A. Ultsch, "U*-Matrix: a Tool to visualize Clusters in high dimensional Data", University of Marburg, Department of Computer Science, Technical Report, Nr. 36, December 2003.
18. A. Ultsch, F. Moerchen "ESOM-Maps: tools for clustering, visualization, and classification with Emergent SOM", Tech. Report Dept. of Mathematics and Computer Science, University of Marburg, Germany, no.46, 2005.
19. Databionic ESOM Tools, Available from 〈http://databionic-esom. sourceforge.net/devel.html〉