No-regret learning in collaborative spectrum sensing with malicious nodes

IEEE International Conference on Communications

Volumn , Issue , 2010, Pages

  Zhu, Quanyan ^a   Han, Zhu ^b   Başar, Tamer ^a  

^a University of Illinois at Urbana Champaign   (United States)

^b UNIVERSITY OF HOUSTON   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COGNITIVE RADIO; COGNITIVE RADIO NETWORK; CONVERGENCE PROPERTIES; FUSION CENTER; ILLUSTRATIVE EXAMPLES; KEY COMPONENT; LEARNING SCENARIOS; MALICIOUS NODES; SIMULATION RESULT; SPECTRUM HOLES; SPECTRUM SENSING; THEORETICAL POINTS; USER DETECTION;

CONVERGENCE OF NUMERICAL METHODS; RADIO;

LEARNING ALGORITHMS;

EID: 77955374426     PISSN: 05361486     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICC.2010.5502580     Document Type: Conference Paper

References (22)

1. J. III Mitola and G. Q. Jr. Maguire, "Cognitive radio: making software radios more personal," Personal Communications, IEEE, Volume 6, Issue 4, Page(s):13-18, Aug. 1999.
2. S. Haykin, "Cognitive radio: brain-empowered wireless communications," IEEE J. Select. Areas in Commun., vol. 23, no. 2, Page(s): 201-220, Feb. 2005.
3. E. Hossain, D. Niyato, and Z. Han, Dynamic Spectrum Access in Cognitive Radio Networks, in print, Cambridge University Press, UK, 2009.
4. Z. Han and K. J. R. Liu, Resource Allocation for Wireless Networks: Basics, Techniques, and Applications, Cambridge University Press, UK, April, 2008.
5. R. Chen, J.-M. Park, and J. Reed, "Defense against Primary User Emulation Attacks in Cognitive Radio Networks," IEEE J. Select. Areas Commun., vol. 26, pp. 25-37, Jan. 2008.
6. T. Newman, T. Clancy, "Security Threats to Cognitive Radio Signal Classifiers," Virginia Tech Wireless Personal Communications Symposium, Jun. 2009.
7. S. M. Mishra, A. Sahai, and R. W. Brodersen, "Cooperative sensing among cognitive radios," in Proc. of IEEE Int. Conf. Commun. (ICC), Turkey, vol. 4, pp. 1658-1663, Jun. 2006.
8. R. Chen, J. M. Park, and K. Bian, "Robust distributed spectrum sensing in cognitive radio networks," in Proc. of IEEE Infocom 2008 miniconference, Apr. 2008.
9. W. Wang, H. Li, Y. Sun and Z. Han, "Attack-proof collaborative spectrum sensing in cognitive radio systems," in Proc. of Conference on Information Sciences and Systems (CISS), the Johns Hopkins University, Baltimore, MD, March 18-20, 2009.
10. K. Bian and J.-M. Park, "Security vulnerabilities in IEEE 802.22," The Fourth International Wireless Internet Conference (WICON2008), Nov. 2008.
11. T. Clancy, N. Goergen, "Security in Cognitive Radio Networks: Threats and Mitigation," 3rd International Conference on Cognitive Radio Oriented Wireless Networks and Communications (CrownCom), May 2008.
12. K. C. Nguyen, T. Alpcan, and T. Başar. "Fictitious play with imperfect observations for network intrusion detection". Preprints of the 13th Intl. Symp. Dynamic Games and Applications (ISDGA 2008), June 30-July 3, 2008; Wroclaw, Poland.
13. W. Hu and Y. Liao and V. R. Vemuri, "Robust Support Vector Machines for Anomaly Detection ", in In Proc. 2003 International Conference on Machine Learning and Applications (ICMLA03) , pp. 23-24, 2003
14. J. Ma and L. K. Saul and S. Savage and G. M. Voelker, "Beyond blacklists: learning to detect malicious web sites from suspicious URLs", in Proc. of Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, 2009
15. C. Fung, J. Zhang, I. Aib, and R. Boutaba, Robust and scalable trust management for collaborative intrusion detection, in Proc. of11th IFIP/IEEE International Symposium on Integrated Network Management (IM09), 2009.
16. T. Başar and G. J. Olsder, Dynamic Noncooperative Game Theory, SIAM Series in Classics in Applied Mathematics, 2nd Edition, 1999.
17. Q. Zhu and T. Başar, "Dynamic IDS configuration," in Proc. of Conference on Decision and Control (CDC), Shanghai, P.R. China, December 16-18, 2009.
18. Q. Zhu, C. Fung, R. Boutaba and T. Başar, "A Game-Theoretical Approach to Incentive Design in Collaborative IDS Networks, " in Proceedings of GameNets, Istanbul, Turkey, May 13-15, 2009.
19. R. Miura-Ki and N. Bambos and J. Mitchell , Security Investment Games of Interdependent Organizations, Proceedings of The Forty-Sixth Annual Allerton Conference on Communication, Control, and Computing, Sept 23-26, 2008.
20. N. Cesa-Bianchi and G. Lugosi, Prediction, Learning and Games, Cambridge University Press, 2006.
21. J. Robinson, "An Iterative Method of Solving a Game," Annals of Mathematics, 54(2):296-301, Sept. 1951.
22. J. S. Shamma and G. Arslan, "Unified Convergence Proofs of Continuous-Time Fictitious Play," IEEE Trans Automatic Control, 49(7):1137-1142, July 2004