ARC: Adaptive Reputation based Clustering Against Spectrum Sensing Data Falsification Attacks

IEEE Transactions on Mobile Computing

Volumn 13, Issue 8, 2014, Pages 1707-1719

  Hyder, Chowdhury S ^a   Grebur, Brendan ^a   Xiao, Li ^a   Ellison, Max ^a  

^a Michigan State University   (United States)

Author keywords

802.22; Cognitive radio network; SSDF attack

Indexed keywords

CLUSTERING ALGORITHMS; COGNITIVE RADIO; DECISION MAKING;

802.22; ATTACKING SCENARIOS; COGNITIVE RADIO NETWORK; COLLABORATIVE SPECTRUM SENSING; DECISION MAKING PROCESS; PROBABILISTIC ANALYSIS; SPECTRUM SENSING DATA FALSIFICATION ATTACKS; SSDF ATTACKS;

CRIME;

EID: 84904189366     PISSN: 15361233     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMC.2013.26     Document Type: Article

References (23)

1. H. Li and Z. Han, "Catching attackers for collaborative spectrum sensing in cognitive radio systems: An abnormality detection approach," in Proc. DySPAN, Singapore, 2010, pp. 1-12.
2. A. S. Rawat, P. Anand, C. Hao, and P. K. Varshney, "Collaborative spectrum sensing in the presence of byzantine attacks in cognitive radio networks," IEEE Trans. Signal Process., vol. 59, no. 2, pp. 774-786, Feb. 2011.
3. R. Chen, J.-M. Park, and K. Bian, "Robust distributed spectrum sensing in cognitive radio networks," in Proc. 27th Conf. Computer Communications INFOCOM, Phoenix, AZ, USA, 2008, pp. 1876-1884.
4. T. C. Clancy and N. Goergen, "Security in cognitive radio networks: Threats and mitigation," in Proc. CrownCom, Singapore, 2008, pp. 1-8.
5. K. Bian and J.-M. Park, "Security vulnerabilities in IEEE 802.22," in Proc. 4th Annu. Int. Conf. WICON, Brussels, Belgium, 2008, pp. 9:1-9:9.
6. P. Kaligineedi, M. Khabbazian, and V. K. Bhargava, "Malicious user detection in a cognitive radio cooperative sensing system," IEEE Trans. Wireless Commun., vol. 9, no. 8, pp. 2488-2497, Aug. 2010.
7. R. Chen, J.-M. Park, Y. T. Hou, and J. H. Reed, "Toward secure distributed spectrum sensing in cognitive radio networks," IEEE Commun. Mag., vol. 46, no. 4, pp. 50-55, Apr. 2008. (Pubitemid 351593407)
8. W. Wang, H. Li, Y. Sun, and Z. Han, "CatchIt: Detect malicious nodes in collaborative spectrum sensing," in Proc. GLOBECOM, Piscataway, NJ, USA, 2009, pp. 1-6.
9. I. F. Akyildiz, W.-Y. Lee, M. C. Vuran, and S. Mohanty, "A survey on spectrum management in cognitive radio networks," IEEE Commun. Mag., vol. 46, no. 4, pp. 40-48, Apr. 2008. (Pubitemid 351593406)
10. W. Wang, H. Li, Y. Sun, and Z. Han, "Attack-proof collaborative spectrum sensing in cognitive radio networks," in Proc. 43rd Annu. Conf. Information Sciences and Systems, Baltimore, MD, USA, Mar. 2009.
11. L. Kaufman and P. Rousseeuw, Finding Groups in Data: An Introduction to Cluster Analysis. New York, NY, USA: Wiley, 1990.
12. P. Tan, M. Steinbach, and V. Kumar, Introduction to Data Mining. Boston, MA, USA: Addison Wisley, May 2005.
13. T. Yucek and H. Arslan, "A survey of spectrum sensing algorithms for cognitive radio applications," IEEE Commun. Surveys Tuts., vol. 11, no. 1, pp. 116-130, Jan. 2009.
14. F. R. Yu, H. Tang, M. Huang, Z. Li, and P. C. Mason, "Defense against spectrum sensing data Defense against spectrum sensing data radios," in Proc. IEEE MILCOM, Boston, MA, USA, Oct. 2009, pp. 1-7.
15. F. Farmani, M. A. Jannat-Abad, and R. Berangi, "Detection of SSDF attack using SVDD algorithm in cognitive radio networks," in Proc. 3rd Int. Conf. CICSyN, Bali, Indonesia, Jul. 2011, pp. 201-204.
16. S. Liu, Q. Liu, J. Gao, and J. Guan, "Attacker-exclusion scheme for cooperative spectrum sensing against SSDF attacks based on accumulated suspicious level," in Proc. IEEE Int. Conf. CYBER, Kunming, China, Mar. 2011, pp. 239-243.
17. C. Sorrells, P. Potier, L. Qian, and X. Li, "Anomalous spectrum usage attack detection in cognitive radio wireless networks," in Proc. IEEE Int. Conf. HST, Waltham, MA, USA, Nov. 2011, pp. 384-389.
18. T. Qin, H. Yu, C. Leung, Z. Shen, and C. Miao, "Towards a trust aware cognitive radio architecture," ACM SIGMOBILE Moblie Comput. Commun. Rev., vol. 13, no. 2, pp. 86-95, Sep. 2009.
19. S. Sodagari, A. Attar, V. C. M. Leung, and S. G. Bilén, "Denial of service attacks in cognitive radio networks through channel eviction triggering," in Proc. IEEE GLOBECOM, Miami, FL, USA, Dec. 2010, pp. 1-5.
20. S. Liu, Y. Chen, W. Trappem, and L. J. Greenstein," ALDO: An anomaly detection framework for dynamic spectrum access networks," in Proc. IEEE INFOCOM, Rio de Janeiro, Bazil, Apr. 2009, pp. 675-683.
21. S. J. Shellhammer, "Spectrum sensing in IEEE 802.22," in Proc. IAPR Workshop Cognitive Information, Jun. 2008.
22. L. Duan, A. W. Min, J. Huang, and K. G. Shin, "Attack prevention for collaborative spectrum sensing in cognitive radio networks," IEEE J. Select. Areas Commun., vol. 30, no. 9, pp. 1658-1665, Oct. 2011.
23. J. Shlens, 'Notes on Kullback-Leibler Divergence and Likelihood Theory. La Jolla, CA, USA: Systems Neurobiology Laboratory, Salk Institute for Biological Studies, 2007.