Energy efficient learning solution for intrusion detection in wireless sensor networks

2010 2nd International Conference on COMmunication Systems and NETworks, COMSNETS 2010

Volumn , Issue , 2010, Pages

  Misra, Sudip ^a   Krishna, P Venkata ^b   Abraham, Kiran Isaac ^b  

^a INDIAN INSTITUTE OF TECHNOLOGY   (India)

^b VIT UNIVERSITY   (India)

Author keywords

Intrusion detection; Learning automata; Wireless sensor networks

Indexed keywords

ENERGY AWARE; ENERGY EFFICIENT; ENERGY-AWARE PROTOCOLS; INTRUSION DETECTION SYSTEMS; INTRUSION PREVENTION; LEARNING AUTOMATA; LOW COMPLEXITY; PACKET SAMPLING; REMOTE LOCATION; SELF-LEARNING; SOLUTION APPROACH; STOCHASTIC LEARNING AUTOMATA;

AUTOMATA THEORY; COMMUNICATION SYSTEMS; COMPUTER CRIME; FUZZY CONTROL; INTRUSION DETECTION; NETWORK PROTOCOLS; ROBOTS; SENSOR NETWORKS; TRANSLATION (LANGUAGES);

WIRELESS SENSOR NETWORKS;

EID: 77952123681     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/COMSNETS.2010.5431976     Document Type: Conference Paper

References (42)

1. R. Roman, J. Zhou and J. Lopez, "Applying Intrusion Detection Systems to Wireless Sensor Networks", Proceedings of IEEE CCNC 2006.
2. A. Avancha, J. Undercoffer, A. Joshi and J. Pinkston, "Security for Wireless Sensor Networks", Wireless Sensor Networks, Chapter 1, Kluwer Academic Publishers, Norwell, pp. 253-275.
3. L. Zhou and Z. Haas, "Securing ad hoc networks", IEEE Network Magazine, vol. 13, no. 6, 1999, pp. 24-30.
4. H. Vogt, M. Ringwald and M. Strasser, "Intrusion Detection and Failure Recovery in Sensor Nodes", Tagungsband INFORMATIK 2005 Workshop Proceedings, LNCS, Heidelberg, Germany, September 2005. Springer-Verlag.
5. C. Karlof and D. Wagner, "Secure Routing in Wireless Sensor Networks: Attacks and Countermeasures", Ad Hoc Networks, vol. 1, 2003, pp. 293-315. (Pubitemid 40421415)
6. R. Chandrasekar, M. S. Obaidat, S. Misra and F. Peña-Mora, "A Secure Data-Centric Scheme for Group-Based Routing in Heterogeneous Ad-Hoc Sensor Networks and Its Simulation Analysis", SIMULATION: Transactions of the Society for Modeling and Simulation International, Vol. 84, No. 2/3, pp. 131-146.
7. Y. Wang, X. Wang, B. Xie, D. Wang and D. P. Agrawal, "Intrusion Detection in Homogeneous and Heterogeneous Wireless Sensor Networks", IEEE Transactions on Mobile Computing, vol. 7, no. 6, June 2008, pp. 698-711.
8. F. Stajano and R.J. Anderson, "The resurrecting duckling: security issues for ad-hoc wireless networks", Proceedings of the Seventh International Security Protocols Workshop, 1999, pp. 172-194.
9. S. Banerjee, C. Grosan, A. Abraham and P. Mahanti, "Intrusion Detection on Sensor Networks Using Emotional Ants," International Journal of Applied Science and Computations, vol. 12, no. 3, pp. 152-173, 2005.
10. R. Chandrasekar, S. Misra and M. S. Obaidat, "FORK: A Novel Strategy to an Agent-Based Intrusion Detection Scheme in Mobile Ad-Hoc Networks", Computer Communications, Elsevier, 2008.
11. S. Lakshmivarahan, Learning Algorithms Theory and Applications, Springer, New York, 1981.
12. K. S. Narendra and M. A. L. Thathachar, Learning Automata, Prentice-Hall, 1989.
13. M. S. Obaidat, G. I. Papadimitriou and A. S. Pomportsis, "Learning Automata: Theory, Paradigms, and Applications", IEEE Transactions on Systems, Man, and Cybernetics - Part B, Vol. 32, No. 6, December 2002, pp. 706-709.
14. A. Perrig, R. Szewczyk, V. Wen, D. Culler and J. D. Tygar, "SPINS: Security Protocols for Sensor Networks", Proceedings ACM MobiCom, pp.189-199, July 2001.
15. J. Deng, R. Han, and S. Mishra, "A Performance Evaluation of Intrusion-Tolerant Routing in Wireless Sensor Networks", Proceedings of the 2nd International Workshop on Information Processing in Sensor Networks (IPSN 03), April 2003.
16. C. Karlof, Y. Li, and J. Polastre, "ARRIVE: Algorithm for Robust Routing in Volatile Environments", Technical Report UCB//CSD-03-1233, University of California at Berkeley, 2003.
17. C. Karlof, N. Sastry, and D. Wagner, "TinySec: A Link Layer Security Architecture for Wireless Sensor Networks", Proceedings of ACM SenSys, 2004.
18. A. Avancha, J. Undercoffer, A. Joshi and J. Pinkston, "Security for Wireless Sensor Networks", Wireless Sensor Networks, Chapter 1, Kluwer Academic Publishers, Norwell, pp. 253-275.
19. C. Karlof and D. Wagner, "Secure Routing in Wireless Sensor Networks: Attacks and Countermeasures", Ad Hoc Networks, vol. 1, 2003, pp. 293-315. (Pubitemid 40421415)
20. F. Stajano, R.J. Anderson, "The resurrecting duckling: security issues for ad-hoc wireless networks", Proceedings of the Seventh International Security Protocols Workshop, 1999, pp. 172-194.
21. L. Zhou and Z. Haas, "Securing ad hoc networks", IEEE Network Magazine, vol. 13, no. 6, 1999, pp. 24-30.
22. A. Agah, S. K. Das and K. Basu, "A game theory based approach for security in wireless sensor networks", Proceedings of the International Performance Computing and Communications Conference (IPCC), Phoenix, AZ, April 2004.
23. S. Banerjee, C. Grosan, A. Abraham, and P. Mahanti, "Intrusion Detection on Sensor Networks Using Emotional Ants," International Journal of Applied Science and Computations, vol. 12, no. 3, pp. 152-173, 2005.
24. R. Chandrasekar, S. Misra and M. S. Obaidat, "FORK: A Novel Strategy to an Agent-Based Intrusion Detection Scheme in Mobile Ad-Hoc Networks", Computer Communications, Elsevier, 2008 (In press).
25. R. Chandrasekar, M. S. Obaidat, S. Misra and F. Peña-Mora, "A Secure Data-Centric Scheme for Group-Based Routing in Heterogeneous Ad-Hoc Sensor Networks and Its Simulation Analysis", SIMULATION: Transactions of the Society for Modeling and Simulation International, Vol. 84, No. 2/3, pp. 131-146.
26. C. Loo, M. Ng, C. Leckie and M. Palaniswami, "Intrusion Detection for Routing Attacks in Sensor Networks", International Journal of Distributed Sensor Networks, vol. 2, no. 4, October-December 2006, pp. 313-332, ISSN 1550-1329.
27. R. Roman, J. Zhou and J. Lopez, "Applying Intrusion Detection Systems to Wireless Sensor Networks", Proceedings of IEEE CCNC 2006.
28. P. Skraba and L. Guibas, "Energy Efficient Intrusion Detection in Camera Sensor Networks", Proceedings of the International Conference on Distributed Sensor Systems (DCOSS'07), Santa Fe, New Mexico, USA, June 2007.
29. H. Vogt, M. Ringwald and M. Strasser, "Intrusion Detection and Failure Recovery in Sensor Nodes", Tagungsband INFORMATIK 2005 Workshop Proceedings, LNCS, Heidelberg, Germany, September 2005. Springer-Verlag.
30. Y. Wang, X. Wang, B. Xie, D. Wang and D. P. Agrawal, "Intrusion Detection in Homogeneous and Heterogeneous Wireless Sensor Networks", IEEE Transactions on Mobile Computing, vol. 7, no. 6, June 2008, pp. 698-711.
31. S. Misra, K. I. Abraham, M. S. Obaidat and P. V. Krishna, "LAID: A Learning Automata-Based Approach for Intrusion Detection in Wireless Sensor Networks", Security and Communication Networks, Wiley, Vol. 2, No. 2, 2009, pp. 215-224.
32. I. Krontiris, T. Giannetsos and T. Dimitriou, "LIDeA: a distributed lightweight intrusion detection architecture for sensor networks", Proceedings of the 4th international conference on Security and privacy in communication networks, SecureComm '08, September 2008. http://doi.acm.org/10. 1145/1460877.1460903
33. M. Kodialam and T. V. Lakshman, "Detecting Network Intrusion via Sampling : A Game Theoretic Approach", Proceedings of IEEE INFOCOM 2003.
34. B. J. Oommen and S. Misra, "Cybernetics and Learning Automata", Handbook of Automation, Chapter 12, Shimon Nof (Ed.), Springer, 2009.
35. P.Nicopolitidis, G.I.Papadimitriou and A.S.Pomportsis, "Using Learning Automata for Adaptive Push-Based Data Broadcasting in Asymmetric Wireless Environments", IEEE Transactions on Vehicular Technology, November 2002.
36. Beigy, H. and Meybodi, M. R., "Learning Automata based Dynamic Guard Channel Algorithms", Journal of High Speed Networks, 2009.
37. Esnaashari, M. and Meybodi, M. R., "Data Aggregation in Sensor Networks using Learning Automata", Wireless Networks, October 2009
38. P.Nicopolitidis, G.I.Papadimitriou and A.S.Pomportsis, "Learning Automata-Based Polling Protocols for Wireless LANs", IEEE Transactions on Communications, vol.51, no.3, March 2003.
39. G.I.Papadimitriou and A.S.Pomportsis, "Self-Adaptive TDMA Protocols for WDM Star Networks: A Learning-Automata-Based Approach", IEEE Photonics Technology Letters, vol.11, no.10, October 1999.
40. G.I.Papadimitriou and D.G.Maritsas, "Learning Automata-Based Receiver Conflict Avoidance Algorithms for WDM Broadcast-and-Select Star Networks", IEEE/ACM Transactions on Networking, vol.4, no.3, June 1996.
41. Li Hu, Yun Li, Qinbin Chen, Jia-yi Liu and Ke-ping Long, "A New Energy-Aware Routing Protocol for Wireless", Proceedings of Wireless Communications, Networking and Mobile Computing, WiCom 2007, pp. 2444-2447, doi: 10.1109/WICOM.2007.609
42. Maryam Moazeni and Alireza Vahdatpour, "HEAP: a hierarchical energy aware protocol for routing and aggregation in sensor networks", Proceedings of the 3rd international conference on Wireless internet, WICON 2007.