Dirichlet-based trust management for effective collaborative intrusion detection networks

IEEE Transactions on Network and Service Management

Volumn 8, Issue 2, 2011, Pages 79-91

  Fung, Carol J ^a   Zhang, Jie ^a,b   Aib, Issam ^a   Boutaba, Raouf ^c  

^a UNIVERSITY OF WATERLOO   (Canada)

^b Pohang University of Science and Technology (POSTECH)   (South Korea)

^c NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

admission control; Collaborative intrusion detection system; computer security; security management; trust management

Indexed keywords

COLLABORATIVE INTRUSION DETECTION SYSTEM; INSIDER THREAT; INTRUSION DETECTION SYSTEMS; SECURITY MANAGEMENT; TRUST MANAGEMENT;

COMPUTER CRIME; COMPUTER SIMULATION; NETWORK SECURITY; SCALABILITY;

INTRUSION DETECTION;

EID: 79958778609     PISSN: 19324537     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNSM.2011.050311.100028     Document Type: Article

References (35)

1. D. Moore, C. Shannon, and k claffy, "Code-red: a case study on the spread and victims of an Internet worm", in Proc. 2nd ACM SIGCOMM Workshop Internet Measurment, 2002.
2. "ZDnet." Available: http://www.zdnet.com/blog/security/ confickers-estimated-economic-cost-91-billion/3207 [Last accessed Oct. 15, 2010].
3. R. Vogt, J. Aycock, and M. Jacobson, "Army of botnets", in Netw. Distributed Syst. Security Symp., 2007.
4. M. Ahamad, D. Amster, M. Barrett, T. Cross, G. Heron, D. Jackson, J. King, W. Lee, R. Naraine, G. Ollmann et al., "Emerging cyber threats report for 2009", 2008.
5. D. Dagon, X. Qin, G. Gu, W. Lee, J. Grizzard, J. Levine, and H. Owen, "Honeystat: local worm detection using honeypots", Recent Advances in Intrusion Detection. Springer, 2004, pp. 39-58. (Pubitemid 39741887)
6. Q. Zhu, C. Fung, R. Boutaba, and T. Başar, "A game-theoretical approach to incentive design in collaborative intrusion detection networks", in Proc. International Symp. Game Theory Netw., May 2009.
7. J. Zhang and R. Cohen, "Trusting advice from other buyers in emarketplaces: the problem of unfair ratings", in Proc. 8th International Conf. Electron. Commerce: The New e-commerce: Innovations for Conquering Current Barriers, Obstacles and Limitations to Conducting Successful Business on the Internet, 2006.
8. S. Russell and P. Norvig, Artificial Intelligence: A Modern Approach, 2nd edition. Prentice Hall, 2002.
9. J. Douceur, "The sybil attack", in Proc. 1st International Workshop Peerto-Peer Syst., 2002.
10. P. Resnick, K. Kuwabara, R. Zeckhauser, and E. Friedman, "Reputation systems", Commun. ACM, vol. 43, no. 12, pp. 45-48, 2000.
11. C. Fung, O. Baysal, J. Zhang, I. Aib, and R. Boutaba, "Trust management for host-based collaborative intrusion detection", in 19th IFIP/IEEE International Workshop Distributed Syst., 2008.
12. C. Duma, M. Karresand, N. Shahmehri, and G. Caronni, "A trustaware, p2p-based overlay for intrusion detection", in International Conf. Database Expert Syst. Appl., 2006.
13. B. Yu and M. Singh, "Detecting deception in reputation management", in Proc. Second International Joint Conf. Autonomous Agents Multiagent Syst., 2003.
14. "SANS Internet Storm Center (ISC) " Available: http://isc.sans.org/.
15. V. Yegneswaran, P. Barford, and S. Jha, "Global intrusion detection in the domino overlay system", in Proc. Netw. Distributed Syst. Security Symp., 2004.
16. C. Fung, J. Zhang, I. Aib, and R. Boutaba, "Robust and scalable trust management for collaborative intrusion detection", in Proc. Eleventh IFIP/IEEE International Symp. Integrated Netw. Management, 2009.
17. J. Oberheide, E. Cooke, and F. Jahanian, "Cloudav: N-version antivirus in the network cloud", in Proc. 17th USENIX Security Symp., 2008.
18. F. Cuppens and A. Miege, "Alert correlation in a cooperative intrusion detection framework", in Proc. IEEE Symp. Security Privacy, 2002.
19. J. Ullrich, "DShield." Available: http://www.dshield.org/ indexd.html.
20. M. Cai, K. Hwang, Y. Kwok, S. Song, and Y. Chen, "Collaborative Internet worm containment", IEEE Security Privacy, vol. 3, no. 3, pp. 25-33, 2005. (Pubitemid 40860470)
21. Z. Zhong, L. Ramaswamy, and K. Li, "ALPACAS: a large-scale privacyaware collaborative anti-spam system", in Proc. IEEE INFOCOM, 2008.
22. R. Janakiraman and M. Zhang, "Indra: a peer-to-peer approach to network intrusion detection and prevention", in Proc. 12th IEEE International Workshops Enabling Technol., 2003.
23. Z. Li, Y. Chen, and A. Beach, "Towards scalable and robust distributed intrusion alert fusion with good load balancing", in Proc. 2006 SIG-COMM Workshop Large-Scale Attack Defense, 2006.
24. A. Ghosh and S. Sen, "Agent-based distributed intrusion alert system", in Proc. 6th International Workshop Distributed Comput, 2004.
25. S. Marsh, "Formalising trust as a computational concept", Ph. D. thesis, Department of Mathematics and Computer Science, University of Stirling, 1994.
26. T. Tran and R. Cohen, "Improving user satisfaction in agent-based electronic marketplaces by reputation modeling and adjustable product quality", in Proc. Third International Joint Conf. Autonomous Agents Multiagent Syst., 2004.
27. A. Whitby, A. Jøsang, and J. Indulska, "Filtering out unfair ratings in Bayesian reputation systems", Icfain J. Management Research, pp. 48-64, Feb. 2005.
28. W. T. L. Teacy, J. Patel, N. R. Jennings, and M. Luck, "Coping with inaccurate reputation sources: experimental analysis of a probabilistic trust model", in Proc. Fourth International Autonomous Agents Multiagent Syst., 2005.
29. J. Sabater and C. Sierra, "Regret: a reputation model for gregarious societies", in Proc. Fifth International Conf. Autonomous Agents Workshop Deception, Fraud Trust Agent Societies, 2001.
30. T. Jiang and J. Baras, "Trust evaluation in anarchy: a case study on autonomous networks", in IEEE INFOCOM, 2006.
31. Y. Sun, Z. Han, W. Yu, and K. Liu, "A trust evaluation framework in distributed networks: vulnerability analysis and defense against attacks", in IEEE INFOCOM, 2006.
32. A. Rahbar and O. Yang, "Powertrust: a robust and scalable reputation system for trusted peer-to-peer computing", IEEE Trans. Parallel Distributed Syst., vol. 18, no. 4, pp. 460-473, 2007.
33. M. Srivatsa, L. Xiong, and L. Liu, "TrustGuard: countering vulnerabilities in reputation management for decentralized overlay networks", in Proc. 14th International Conf. World Wide Web, 2005.
34. L. Mekouar, Y. Iraqi, and R. Boutaba, "Peer-to-peer's most wanted: malicious peers", Comput. Netw., vol. 50, no. 4, pp. 545-562, 2006. (Pubitemid 41828405)
35. Y. Zhang and Y. Fang, "A fine-grained reputation system for reliable service selection in peer-to-peer networks", IEEE Trans. Parallel Distributed Syst., pp. 1134-1145, 2007. (Pubitemid 47315994)