Configuration strategies for collaborative IDS using game theory

2016 24th Iranian Conference on Electrical Engineering, ICEE 2016

Volumn , Issue , 2016, Pages 261-266

  Ghorbani, Mohsen ^a   Ghorbani, Hamid Reza ^a   Hashemi, Mahmoud Reza ^a  

^a UNIVERSITY OF TEHRAN   (Iran)

Author keywords

Collaborative IDS; Network Security; Stationary Nash equilibrium; Stochastic Games

Indexed keywords

CHEMICAL DETECTION; COMPUTATION THEORY; INTRUSION DETECTION; LIBRARIES; NETWORK SECURITY; STOCHASTIC SYSTEMS;

COLLABORATIVE ACTIVITIES; COLLABORATIVE IDS; COLLABORATIVE SYSTEMS; COMMUNICATION OVERHEADS; INTRUSION DETECTION SYSTEMS; NASH EQUILIBRIA; NONZERO-SUM STOCHASTIC GAMES; STOCHASTIC GAME;

GAME THEORY;

EID: 84994157603     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IranianCEE.2016.7585529     Document Type: Conference Paper

References (27)

1. G. White and V. Pooch, "Cooperating security managers: Distributed intrusion detection systems," Computers &Security, vol. 15, pp. 441-450, 1996
2. C. V. Zhou, C. Leckie, and S. Karunasekera, "A survey of coordinated attacks and collaborative intrusion detection," Computers &Security, vol. 29, pp. 124-140, 2010
3. H. Debar, H. Curry, and D. Feinstein, "The Intrusion Detection Message Exchange Format (IDMEF)," Internet Engineering Task Force , IETF, vol. RFC 4765 (Experimental), 2007
4. K. Bartos and M. Rehak, "Self-Organized Mechanism for Distributed Setup of Multiple Heterogeneous Intrusion Detection Systems," in Self-Adaptive and Self-Organizing Systems Workshops (SASOW), 2012 IEEE Sixth International Conference on, 2012, pp. 31-38
5. W. Yu-Sung, B. Foo, M. Yongguo, and S. Bagchi, "Collaborative intrusion detection system (CIDS): a framework for accurate and efficient IDS," in Computer Security Applications Conference, 2003. Proceedings. 19th Annual, 2003, pp. 234-244
6. S. T. Zargar, H. Takabi, and J. B. D. Joshi, "DCDIDP: A distributed, collaborative, and data-driven intrusion detection and prevention framework for cloud computing environments," in Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom), 2011 7th International Conference on, 2011, pp. 332-341
7. V. Vaidya, "Dynamic signature inspection-based network intrusion detection," ed: Google Patents, 2001
8. K. Alsubhi, N. Bouabdallah, and R. Boutaba, "Performance analysis in Intrusion Detection and Prevention Systems," in Integrated Network Management (IM), 2011 IFIP/IEEE International Symposium on, 2011, pp. 369-376
9. C. Fung, Z. Quanyan, R. Boutaba, and T. Basar, "SMURFEN: A system framework for rule sharing collaborative intrusion detection," in Network and Service Management (CNSM), 2011 7th International Conference on, 2011, pp. 1-6
10. Q. Zhu and T. Basar, "Dynamic policy-based IDS configuration," in Decision and Control, 2009 held jointly with the 2009 28th Chinese Control Conference. CDC/CCC 2009. Proceedings of the 48th IEEE Conference on, 2009, pp. 8600-8605
11. Q. Zhu, H. Tembine, and T. Basar, "Network security configurations: A nonzero-sum stochastic game approach," in American Control Conference (ACC), 2010, 2010, pp. 1059-1064
12. M. H. Manshaei, Q. Zhu, T. Alpcan, T. Bacár, and J.-P. Hubaux, "Game theory meets network security and privacy," ACM Computing Surveys (CSUR), vol. 45, p. 25, 2013
13. M. S. Fallah, "A puzzle-based defense strategy against flooding attacks using game theory," Dependable and Secure Computing, IEEE Transactions on, vol. 7, pp. 5-19, 2010
14. E. Vasilomanolakis, S. Karuppayah, M. Mühlhäuser, and M. Fischer, "Taxonomy and Survey of Collaborative Intrusion Detection," ACM Computing Surveys (CSUR), vol. 47, p. 55, 2015
15. S. Chao and X. Shengjun, "Design and implementation of distributed collaborative intrusion detection system model," in Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on, 2010, pp. 1224-1228
16. M. E. Locasto, J. J. Parekh, A. D. Keromytis, and S. J. Stolfo, "Towards collaborative security and P2P intrusion detection," in Information Assurance Workshop, 2005. IAW'05. Proceedings from the Sixth Annual IEEE SMC, 2005, pp. 333-339
17. Y. Rebahi, V. E. Mujica, and D. Sisalem, "A reputation-based trust mechanism for ad hoc networks," in Computers and Communications, 2005. ISCC 2005. Proceedings. 10th IEEE Symposium on, 2005, pp. 37-42
18. L. Wenjuan, M. Yuxin, and K. Lam-for, "Enhancing Trust Evaluation Using Intrusion Sensitivity in Collaborative Intrusion Detection Networks: Feasibility and Challenges," in Computational Intelligence and Security (CIS), 2013 9th International Conference on, 2013, pp. 518-522
19. W. A. Jansen, "Intrusion detection with mobile agents," Computer Communications, vol. 25, pp. 1392-1401, 2002
20. C. J. Fung, J. Zhang, I. Aib, and R. Boutaba, "Dirichlet-based trust management for effective collaborative intrusion detection networks," Network and Service Management, IEEE Transactions on, vol. 8, pp. 79-91, 2011
21. H. R. Ghorbani and M. R. Hashemi, "An Improved Distributed Intrusion Detection Architecture for Cloud Computing," in Computer Networks and Distributed Systems, ed: Springer, 2014, pp. 105-116
22. C.-C. Lo, C.-C. Huang, and J. Ku, "A cooperative intrusion detection system framework for cloud computing networks," in Parallel processing workshops (ICPPW), 2010 39th international conference on, 2010, pp. 280-284
23. M. Ghorbani and M. R. Hashemi, "Networked IDS Configuration in Heterogeneous Networks-A Game Theory Approach," 23th Iranian Conference on Electrical Engineering (ICEE2015), vol. 23, 2015
24. C. J. Fung, J. Zhang, and R. Boutaba, "Effective acquaintance management for collaborative intrusion detection networks," in Network and Service Management (CNSM), 2010 International Conference on, 2010, pp. 158-165
25. K. Leyton-Brown and Y. Shoham, "Essentials of game theory: A concise multidisciplinary introduction," Synthesis Lectures on Artificial Intelligence and Machine Learning, vol. 2, pp. 1-88, 2008
26. M. Takahashi, "Equilibrium points of stochastic non-cooperative $ n $-person games," Journal of Science of the Hiroshima University, Series AI (Mathematics), vol. 28, pp. 95-99, 1964
27. A. M. Fink, "Equilibrium in a stochastic $ n $-person game," Journal of Science of the Hiroshima University, Series AI (Mathematics), vol. 28, pp. 89-93, 1964