An improved LFS engine for physical layer security augmentation in cognitive networks

2013 International Conference on Computing, Networking and Communications, ICNC 2013

Volumn , Issue , 2013, Pages 719-723

  Harmer, Paul K ^a   Temple, Michael A ^a  

^a AIR FORCE INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL CAPABILITY; DIFFERENTIAL EVOLUTION; MULTIPLE DISCRIMINANT ANALYSIS; PHYSICAL LAYER SECURITY; PHYSICAL-LAYER SECURITIES; STATISTICAL PROPERTIES; WIRELESS ARCHITECTURES; WIRELESS COGNITIVE NETWORKS;

DISCRIMINANT ANALYSIS; ENGINES; EVOLUTIONARY ALGORITHMS; NETWORK ARCHITECTURE; NETWORK LAYERS;

DNA;

EID: 84877627942     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCNC.2013.6504176     Document Type: Conference Paper

References (20)

1. Collins, H., "Top 10 Network Security Threats," Government Technology, Sep 2010.
2. Tarman, T.D. And E.L. Witzke, "Intrusion Detection Considerations for Switched Networks," in Enabling Technologies for Law Enforcement and Security, vol. 4232, no. 1. SPIE, 2001, pp. 85-92.
3. Brik, V., et al., "Wireless Device Identification with Radio-metric Signatures," in 14th ACM Int'l Conf on Mobile Computing and Networking (MOBICOM08), Sep 2008.
4. Klein, R.W., et al., "Application of Wavelet-Based RF Fingerprinting to Enhance Wireless Network Security," Jour of Communications and Networks, vol. 11, no. 6, pp. 544-555, Dec 2009.
5. Harmer, P.K., et al., "4G Security Using Physical Layer RF-DNA with DE-Optimized LFS Classification," Journal of Communications Networks, vol. 6, no. 9, pp. 671-681, 2011.
6. Reising, D.R., et al., "Improved Wireless Security for GMSK-Based Devices Using RF Fingerprinting," Int. J. Electronic Security and Digital Forensics, vol. 3, no. 1, pp. 41-59, Mar 2010.
7. Williams, M.D., et al., "RF-DNA Fingerprinting for Airport WiMAX Communications Security," in 4th Int'l Conf on Network and Systems Security (NSS10), Sep 2010.
8. Hall J., et al., "Detecting Rogue Devices in Bluetooth Networks Using Radio Frequency Fingerprinting," in Communications and Computer Networks, 2006, pp. 108-113.
9. Danev, B., et al., "Physical-Layer ID of RFID Devices," in 18th USENIX Security Sym, Berkeley, CA, USA, Sep 2009, pp. 199-214.
10. Ramsey, B.W., et al., "PHY Foundation for Multi-Factor ZigBee Node Authentication," in 2012 Global Communications Conf (GLOBECOM12), Dec 2012.
11. Dubendorfer, C.K., et al., "An RF-DNA Verification Process for ZigBee Networks," in 2012 Military Comm Conf (MILCOM12), Oct 2012.
12. Moore, M.R. And M.A. Buckner, "Learning-From-Signals on Edge Devices," Instrumentation Measurement Magazine, IEEE, vol. 15, no. 2, pp. 40-44, April 2012.
13. Danev, B., et al., "Attacks on Physical-Layer Identification," in 3rd ACM Conf on Wireless Network Security (WISEC10. ACM, 2010.
14. Hand, D.J., Kernel Discriminant Analysis. John Wiley &Sons, 1982.
15. Kwon, H. And P. Gurram, "Optimal Kernel Bandwidth Est for Hyperspectral Kernel-Based Anomaly Det," in 2010 IEEE Int'l Geoscience and Remote Sensing Sym (IGARSS10), Jul 2010, pp. 2812-2815.
16. Goutte, C. And J. Larsen, "Adaptive Metric Kernel Regression," vol. 26, no. 1/2, pp. 155-167, 2000.
17. Deza, M.M. And E. Deza, Encyclopedia of Distances. Berlin-Heidelberg: Springer-Verlag, 2009.
18. Aggarwal, C.C., et al., "On the Surprising Behavior of Distance Metrics in High Dimensional Space," in 8th Int'l Conference on Database Theory (ICDT01), Jan 2001, pp. 420-434.
19. Jimenez, L.O. And D.A. Landgrebe, "Supervised Classification in High-Dimensional Space: Geometrical, Statistical, and Asymptotical Properties of Multivariate Data," IEEE Trans on Systems, Man, and Cybernetics, Part C: Apps and Reviews, vol. 28, no. 1, pp. 39-54, Feb 1998.
20. Duda, R.O., et al., Pattern Classification, 2nd ed. Wiley, Nov 2001.