A survey of intrusion detection schemes in Wireless Sensor Networks

American Journal of Applied Sciences

Volumn 9, Issue 10, 2012, Pages 1636-1652

  Rassam, Murad A ^a   Maarof, M A ^a   Zainal, Anazida ^a  

^a UNIVERSITI TEKNOLOGI MALAYSIA   (Malaysia)

Author keywords

Data Mining and Computational Intelligence (DM CI); Intrusion Detection Systems (IDS); Mobile Ad hoc Networks (MANET); Wireless Sensor Networks (WSNs)

Indexed keywords

EID: 84867604390     PISSN: 15469239     EISSN: 15543641     Source Type: Journal    
DOI: 10.3844/ajassp.2012.1636.1652     Document Type: Article

References (53)

1. Agah, A., S.K. Das, K. Basu and M. Asadi, 2004. Intrusion detection in sensor networks: A noncooperative game approach. Proceedings of the 3rd IEEE International Symposium on Network Computing and Applications, 30 Aug.-1 Sept., IEEE Xolore Press, pp: 343-346. DOI: 10.1109/NCA.2004.1347798
2. Akkaya, K. and M. Younis, 2005. A survey on routing protocols for wireless sensor networks, Ad Hoc Netw., 3: 325-349.
3. Akyildiz, I.F., W. Su, Y. Sankarasubramaniam and E. Cayirci, 2002. Wireless sensor networks: A survey. Comput. Netw., 38: 393-422. DOI: 10.1016/S1389-1286(01)00302-4
4. Al-Karaki, J.N. and A.E. Kamal, 2004. Routing techniques in wireless sensor networks: A survey, IEEE Wireless Commun., 11: 6-28. DOI: 10.1109/MWC.2004.1368893
5. Alpcan, T. and T. Basar, 2006. An intrusion detection game with limited observations. Proceedings of the 12th International Symposium on Dynamic Games and Applications, (DGA' 26), pp: 1-9.
6. Baig, Z.A., 2011. Pattern recognition for detecting distributed node exhaustion attacks in wireless sensor networks. Comput. Commun., 34: 468-484. DOI: 10.1016/j.comcom.2010.04.008
7. Banerjee, S., C. Grosan and A. Abraham, 2005. IDEAS: Intrusion detection based on emotional ants for sensors. Proceedings of the 5th International Conference on Intelligent Systems Design and Applications, Sept. 8-10, IEEE Xpore Press, pp: 344-349. DOI: 10.1109/ISDA.2005.53
8. Buttyán, L., L. Dóra and I. Vajda, 2005. Statistical Wormhole Detection in Sensor Networks. In: Security and Privacy in Ad-hoc and Sensor Networks, Molva, R., G. Tsudik and D. Westhoff (Eds.). Springer Berlin/Heidelberg, pp: 128-141.
9. Chandola, V., A. Banerjee and V. Kumar, 2009. Anomaly detection: A survey. ACM Comput. Surveys. DOI: 10.1145/1541880.1541882
10. Chen, X., K. Makki, K. Yen and N. Pissinou, 2009. Sensor network security: A survey. IEEE Commun. Surveys Tutorials, 11: 52-73. DOI: 10.1109/SURV.2009.090205
11. Chi, S.H. and T.H. Cho, 2006. Fuzzy Logic Anomaly Detection Scheme for Directed Diffusion Based Sensor Networks. Proceedings of the 3rd International Conference on Fuzzy Systems and Knowledge Discovery, (FSKD' 26), Springer-Verlag Berlin, Heidelberg, pp: 725-734. DOI: 10.1007/11881599_88
12. Christin, D., P.S. Mogre and M. Hollick, 2010. Survey on wireless sensor network technologies for industrial automation: The security and quality of service perspectives. Future Internet, 2: 96-125. DOI: 10.3390/fi2020096
13. Curiac, D.I., O. Banias, F. Dragan, C. Volosencu and O. Dranga, 2007. Malicious node detection in wireless sensor networks using an autoregression technique. Proceedings of the 3rd International Conference on Networking and Services, IEEE Computer Society, June 19-25, IEEE Xplore Press, Athens, pp: 83. DOI: 10.1109/ICNS.2007.79
14. Debar, H., M. Dacier and A. Wespi, 1999. Towards a taxonomy of intrusion-detection systems. Comput. Netw., 31: 805-822.
15. Doumit, S.S. and D.P. Agrawal, 2003. Self-organized criticality and stochastic learning based intrusion detection system for wireless sensor networks. Proceedings of the Conference on IEEE Military Communications, Oct. 13-16, IEEE Xplore Press, pp: 609-614. DOI: 10.1109/MILCOM.2003.1290173
16. Farooqi, A.H. and F.A. Khan, 2009. Intrusion detection systems for wireless sensor networks: A survey. Commun. Comput. Inform. Sci., 56: 234-241. DOI: 10.1007/978-3-642-10844-0_29
17. Heady, R., 1990. The Architecture of a Network-level Intrusion Detection System. 1st Edn., Department of Computer Science, Mexico, pp: 18.
18. Huai-Bin, W., Y. Zheng and W. Chun-Dong, 2009. Intrusion detection for wireless sensor networks based on multi-agent and refined clustering. Proceedings of the International Conference on Communications and Mobile Computing, WRI, Jan. 6-8, IEEE Xplore Press, Yunnan, pp: 450-454. DOI: 10.1109/CMC.2009.172
19. Juneja, D. and N. Arora, 2010. An Ant based framework for preventing DDoS attack in wireless sensor networks. Int. J. Adv. Technol., 1: 1-11.
20. Juneja, D., S. Bansal, G. Kaur and N. Arora, 2010. Design and implementation of EAR algorithm for detecting routing attacks in WSN. Int. J. Eng. Sci. Technol., 2: 1677-1683.
21. Kaplantzis, S., A. Shilton, N. Mani and Y.A. Sekercioglu, 2007. Detecting selective forwarding attacks in wireless sensor networks using support vector machines. Proceedings of the 3rd International Conference on Intelligent Sensors, Sensor Networks and Information Dec. 3-6, IEEE Xplore Press, Melbourne, Qld., pp: 335-340. DOI: 10.1109/ISSNIP.2007.4496866
22. Karlof, C. and D. Wagner, 2003. Secure routing in wireless sensor networks: Attacks and countermeasures. Proceedings of the 1st IEEE International Workshop on Sensor Network Protocols and Applications, May 11-11, IEEE Xplore Press, pp: 113-127. DOI: 10.1109/SNPA.2003.1203362
23. Khanna, R., L. Huaping and C. Hsiao-Hwa, 2009. Reduced complexity intrusion detection in sensor networks using genetic algorithm. Proceedings of the IEEE International Conference on Communications, Jun. 14-18, IEEE Xplore Press, Dresden, pp: 1-5. DOI: 10.1109/ICC.2009.5199399
24. Krontiris, I., 2008. Intrusion Prevention and Detection in Wireless Sensor Networks, PhD dissertation, in, University of Mannheim, Mannheim, Germany
25. Krontiris, I., T. Dimitriou and F.C. Freiling, 2007. Towards intrusion detection in wireless sensor networks. Proceeding of the 13th European Wireless Conference, (EW' 07), CiteSeer.
26. Krontiris, I., T. Dimitriou, T. Giannetsos and M. Mpasoukos, 2008. Intrusion detection of sinkhole attacks in wireless sensor networks. Proceedings of the 3rd International Conference on Algorithmic Aspects of Wireless Sensor Networks, (AAWSN' 28), Springer-Verlag Berlin, Heidelberg, pp: 150-161.
27. Lemos, M.V.D.S., L.B. Leal and R.H. Filho, 2010. A new collaborative approach for intrusion detection system on wireless sensor networks. Novel Algorithms Techniques Telecommun. Netw. DOI: 10.1007/978-90-481-3662-9_41
28. Li, G., J. He and Y. Fu, 2008. Group-based intrusion detection system in wireless sensor networks. Comput. Commun., 31: 4324-4332. DOI: 10.1016/j.comcom.2008.06.020
29. Loo, C., M. Ng, C. Leckie and M. Palaniswami, 2006. Intrusion detection for routing attacks in sensor networks. Int. J. Distributed Sensor Netw., 2: 313-332. DOI: 10.1080/15501320600692044
30. McCune, J.M., E. Shi, A. Perrig and M.K. Reiter, 2005. Detection of denial-of-message attacks on sensor network broadcasts. Proceedings of the IEEE Symposium on Security and Privacy, May 8-11, IEEE Xplore Press, pp: 64-78. DOI: 10.1109/SP.2005.7
31. Moon, S.Y. and T.H. Cho, 2009. Intrusion detection scheme against sinkhole attacks in directed diffusion based sensor networks. Int. J. Comput. Sci. Netw. Security, 9: 118-122.
32. Muraleedharan, R. and L.A. Osadciw, 2009. An intrusion detection framework for sensor networks using ant colony. Proceedings of the 43rd Asilomar Conference on Signals, Systems and Computers, IEEE Xplore Press, Pacific Grove, California, USA, pp: 275-278. DOI: 10.1109/ACSSC.2009.5470103
33. Murali, K. and T.V. Lakshman, 2003. Detecting network intrusions via sampling: a game theoretic approach. Proceedings of the 22nd Annual Joint Conference of the IEEE Computer and Communications. IEEE Societies, Mar. 30-Apr. 3, IEEE Xplore Press, pp: 1880-1889. DOI: 10.1109/INFCOM.2003.1209210
34. Onat, I. and A. Miri, 2005. An intrusion detection system for wireless sensor networks. Proceedings of the IEEE International Conference on, Wireless And Mobile Computing, Networking And Communications, Aug. 22-24, IEEE Xplore Press, pp: 253-259. DOI: 10.1109/WIMOB.2005.1512911
35. Phuong, T.V., L. Hung, S. Cho, Y.K. Lee and S. Lee, 2006. An Anomaly detection algorithm for detecting attacks in wireless sensor networks. Proceedings of the 4th IEEE International Conference on Intelligence and Security Informatics, (ISI' 06), Springer-Verlag Berlin, Heidelberg, pp: 735-736. DOI: 10.1007/11760146_111
36. Pires, W.R., T.H. De Paula Figueiredo, H.C. Wong and A.A.F. Loureiro, 2004. Malicious node detection in wireless sensor networks. Proceedings. 18th International, Parallel and Distributed Processing Symposium, (PDS' 04), pp: 1-7.
37. Ponomarchuk, Y.A. and Seo D.W., 2010. Intrusion detection based on traffic analysis and fuzzy inference system in wireless sensor networks. J. Convergence, 1: 35-42.
38. Rajasegarar, S., C. Leckie and M. Palaniswami, 2008. Anomaly detection in wireless sensor networks. IEEE Wireless Commun., 15: 34-40. DOI: 10.1109/MWC.2008.4599219
39. Rajasegarar, S., C. Leckie, M. Palaniswami and J.C. Bezdek, 2007. Quarter sphere based distributed anomaly detection in wireless sensor networks. Proceedings of the IEEE International Conference on Communications, June 24-28, IEEE Xplore Press, Glasgow, pp: 3864-3869. DOI: 10.1109/ICC.2007.637
40. Reddy, Y.B. and S. Srivathsan, 2009. Game theory model for selective forward attacks in wireless sensor networks, Proceedings of the 17th Mediterranean Conference on Control and Automation, Jun. 24-26, IEEE Xplore Press, Thessaloniki, pp: 458-463. DOI: 10.1109/MED.2009.5164584
41. Shi, E. and A. Perrig, 2006. Designing secure sensor networks. IEEE Wireless Commun., 11: 38-43. DOI: 10.1109/MWC.2004.1368895 Silva, A.P.R.D., M.H.T. Martins, B.P.S. Rocha, A.A.F.
42. Loureiro and L.B. Ruiz et al., 2005. Decentralized intrusion detection in wireless sensor networks. Proceedings of the 1st ACM International Workshop on Quality of Service and Security in Wireless and Mobile Networks, (QSSWMN; 25), pp: 16-23. DOI: 10.1145/1089761.1089765
43. Stetsko, A., L. Folkman and V. Matyáš, 2010. Neighbor-based intrusion detection for wireless sensor networks. Proceedings of the 6th International Conference on Wireless and Mobile Communications (ICWMC), Sept. 20-25, IEEE Xplore Press, Valencia, pp: 420-425. DOI: 10.1109/ICWMC.2010.61
44. Tan, P.N., 2007. Introduction To Data Mining. 1st Edn., Pearson Education India, ISBN-10: 8131714721, pp: 792.
45. Walters, J.P., Z. Liang, W. Shi and V. Chaudhary, 2007. Wireless sensor network security: A survey. Security in Distributed, Grid. Mobile Pervasive Comput.
46. Wang, S.S., K.Q. Yan, S.C. Wang and C.W. Liu, 2011. An Integrated Intrusion Detection System for Cluster-based Wireless Sensor Networks, Expert Syst. Appli., 38: 15234-15243. DOI: 10.1016/j.eswa.2011.05.076
47. Wang, Y., G. Attebury and B. Ramamurthy, 2006. A survey of security issues in wireless sensor networks. IEEE Commun. Surveys Tutorials, 8: 2-23. DOI: 10.1109/COMST.2006.315852
48. Xie, M., S. Han, B. Tian and S. Parvin, 2011. Anomaly detection in wireless sensor networks: A survey. J. Network Comput. Appli., 34: 1302-1325. DOI: 10.1016/j.jnca.2011.03.004
49. Yang, Z., N. Meratnia and P. Havinga, 2010. Outlier detection techniques for wireless sensor networks: A survey. IEEE Commun. Surveys Tutorials, 12: 159-170. DOI: 10.1109/SURV.2010.021510.00088
50. Yick, J., B. Mukherjee and D. Ghosal, 2008. Wireless sensor network survey. Comput. Netw., 52: 2292-2330. DOI: 10.1016/j.comnet.2008.04.002
51. Yun, Z., F. Yuguang and Z. Yanchao, 2008. Securing wireless sensor networks: A survey. IEEE Commun. Surveys Tutorials, 10: 6-28. DOI: 10.1109/COMST.2008.4625802
52. Zamboni, D., 2001. Using internal sensors for computer intrusion detection. Purdue University.
53. Zhang, Y., N. Meratnia and P. Havinga, 2009. Adaptive and online one-class support vector machine-based outlier detection techniques for wireless sensor networks. Proceedings of the IEEE 23rd International Conference on Advanced Information Networking and Applications Workshops/Symposia, May 26-29, IEEE Xplore Press, Bradford, pp: 990-995. DOI: 10.1109/WAINA.2009.200