Software/hardware-in-the-loop analysis of cyberattacks on unmanned aerial systems

Journal of Aerospace Information Systems

Volumn 11, Issue 5, 2014, Pages 337-343

  Goppert, James ^a   Shull, Andrew ^a   Sathyamoorthy, Nandagopal ^a   Liu, Weiyi ^a   Hwang, Inseok ^a   Aldridge, Hal ^b  

^a Purdue University   (United States)

^b Sypris Electronics LLC   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

HARDWARE; INFORMATION SYSTEMS;

COMBAT SUPPORT; CYBER SECURITY; FAULT DETECTION SYSTEMS; KINETIC WEAPONS; ON-BOARD FAULT DETECTION; ONBOARD WEAPONS; UNMANNED AERIAL SYSTEMS; WILDERNESS SEARCH AND RESCUES;

FAULT DETECTION;

EID: 84904101943     PISSN: None     EISSN: 23273097     Source Type: Journal    
DOI: 10.2514/1.I010114     Document Type: Conference Paper

References (32)

1. Warner, J. S., and Johnston, R. G., "GPS Spoofing Countermeasures," Tech. Rept. LAUR-03-6163, Los Alamos National Lab., Los Alamos, NM, 2003.
2. Krozel, J., and Andrisani, D. II, "Independent ADS-BVerification and Validation," AIAA 5th Aviation, Technology, Integration, and Operations Conference, AIAA Paper 2005-7351, Reston, VA, 2005, pp. 1-11.
3. Franceschi-Bicchierai, L., "GPS Hijacking Catches Feds, Drone Makers Off Guard," Wired, San Francisco, CA, July 2012, http://www.wired.com/ dangerroom/2012/07/drone-gps-spoof [retrieved Oct. 2013].
4. Schachtman, N., "Computer Virus Hits U.S. Drone Fleet," Wired, San Francisco, CA, Oct. 2011, http://www.wired.com/dangerroom/2011/10/virus- hitsdrone-fleet [retrieved Oct. 2013].
5. "2011 Report to Congress," U.S.-China Economic and Security Review Commission, Washington, D.C., 2011, http://origin.www.uscc.gov/sites/ default/files/annual-reports/annual-report-full-11.pdf [retrieved Oct. 2013].
6. Gorman, S., Dreazen, Y. J., and Cole, A., "Insurgents Hack U.S. Drones," Wall Street Journal, New York, Dec. 2009, http://online.wsj.com/ article/SB126102247889095011.html [retrieved Oct. 2013].
7. Banerjee, A., Venkatasubramanian, K. K., Mukherjee, T., and Gupta, S. K. S., "Ensuring Safety, Security, and Sustainability of Mission-Critical Cyber- Physical Systems," Proceedings of the IEEE, Vol. 100, No. 1, 2011, pp. 283-299. doi:10.1109/JPROC.2011.2165689
8. Nilsson, D. K., and Larson, U. E., "A Defense-in-Depth Approach to Securing theWireless Vehicle Infrastructure," Journal of Networks, Vol. 4, No. 7, 2009, pp. 552-564. doi:10.4304/jnw.4.7.552-564
9. Goebel, K., Eklund, N., and Brunell, B., "Rapid Detection of Faults for Safety Critical Aircraft Operation," Proceedings of the 2004 IEEE Aerospace Conference, Vol. 5, IEEE Publ., Piscataway, NJ, 2004, pp. 3372-3383. (Pubitemid 40057196)
10. Hwang, I. S., Kim, Y. K., and Seah, C., "A Survey of Fault Detection, Isolation, and Reconfiguration Methods," IEEE Transactions on Control Systems Technology, Vol. 18, No. 3, 2010, pp. 636-653. doi:10.1109/TCST.2009.2026285
11. Man, Q., Ma, S., Xia, L., andWang, Y., "Research on Security Monitoring and Health Management System of Medium-Range UAV," Proceedings of the 8th International Conference on Reliability, Maintainability and Safety, IEEE Publ., Piscataway, NJ, 2009, pp. 854-857.
12. Zhu, Q., Rieger, C., and Basar, T., "A Hierarchical Security Architecture for Cyber-Physical Systems," Proceedings of the 4th International Symposium on Resilient Control Systems, IEEE Publ., Piscataway, NJ, 2011, pp. 15-20.
13. Javaid, A. Y., Sun, W., Devabhaktuni, V. K., and Alam, M., "Cyber Security Threat Analysis and Modeling of an Unmanned Aerial Vehicle System," Proceedings of the 2012 IEEE Conference on Technologies for Homeland Security, IEEE Publ., Piscataway, NJ, 2012, pp. 585-590.
14. Kim, A.,Wampler, B., Goppert, J., Hwang, I., and Aldridge, H., "Cyber AttackVulnerabilities Analysis for Unmanned AerialVehicles," Infotech@Aerospace 2012, AIAA Paper 2012-2438, Reston, VA, June 2012.
15. Looye, G.,Varga, A., Bennani, S., Moormann, D., and Grübel, G., "Robustness Analysis Applied to Autopilot Design Part 1: μ-Analysis of Design Entries to a Robust Flight Control Benchmark," Proceedings of 21st Congress of the International Council of Aeronautical Sciences, ICAS, Bonn, Germany, 1998.
16. Zhao, X., and Zheng, Z., "Uncertainty Modeling and Robustness Analysis of Flight Control Using m -Analysis Techniques," Proceedings of the 3rd International Conference on Innovative Computing Information and Control, IEEE Publ., Piscataway, NJ, 2008.
17. Tang, J.,Wei, C., and Meng,W., "Robustness Analysis of Unmanned Helicopter Flight Control Law Using mu-Analysis Techniques," Proceedings of the 6th IEEE Conference on Industrial Electronics and Applications, IEEE Publ., Piscataway, NJ, 2011, pp. 1283-1287.
18. Shull, A., and Hwang, I., "Analysis of Optimal False Data Injection Attacks in Unmanned Aerial Systems," Infotech@Aerospace 2013, AIAA Paper 2013- 4653, Reston, VA, Aug. 2013.
19. Kwon, C., and Hwang, I., "Analytical Analysis of Cyber Attacks on Unmanned Aerial Systems," AIAA Guidance, Navigation, and Control (GNC) Conference, AIAA Paper 2013-5186, Reston, VA, Aug. 2013.
20. Kwon, C., Liu,W., and Hwang, I., "Security Analysis for Cyber-Physical Systems Against Stealthy Deception Attacks," Proceedings of the American Control Conference, IEEE Publ., Piscataway, NJ, 2013.
21. Kosut, O., Jia, L., Thomas, R., andTong, L., "Malicious Data Attacks on Smart Grid State Estimation: Attack Strategies and Countermeasures," Proceedings of the 1st IEEE International Conference on Smart Grid Communications, IEEE Publ., Piscataway, NJ, 2010, pp. 220-225.
22. Liu, Y., Ning, P., and Reiter, M., "False Data Injection Attacks Against State Estimation in Electric Power Grids," ACM Transactions on Information and System Security, Vol. 14, No. 1, 2011, p. 13. doi:10.1145/1952982.1952995
23. Liu,W., Kwon, C., Aljanabi, I., and Hwang, I., "Cyber Security Analysis for State Estimators in Air Traffic Control Systems," AIAA Guidance, Navigation, and Control Conference, AIAA Paper 2012-4929, Reston, VA, Aug. 2012.
24. Mo, Y., and Sinopoli, B., "Secure Control Against Replay Attacks," Proceedings of the 47th Annual Allerton Conference on Communication, Control, and Computing, IEEE Publ., Piscataway, NJ, 2009, pp. 911-918.
25. Mo, Y., and Sinopoli, B., "False Data Injection Attacks in Control Systems," Proceedings of the 1st Workshop on Secure Control Systems, TRUST, Berkeley, CA, 2010.
26. Mo, Y., Garone, E., Casavola, A., and Sinopoli, B., "False Data Injection Attacks Against State Estimation inWireless Sensor Networks," Proceedings of the 49th IEEE Conference on Decision and Control (CDC)," IEEE Publ., Piscataway, NJ, 2010, pp. 5967-5972.
27. Teixeira, A., Amin, S., Sandberg, H., Johansson, K., and Sastry, S., "Cyber Security Analysis of State Estimators in Electric Power Systems," Proceedings of the 49th IEEE Conference on Decision and Control, IEEE Publ., Piscataway, NJ, 2010, pp. 5991-5998.
28. Takanen, A., Demott, J. D., and Miller, C., Fuzzing for Software Security Testing and Quality Assurance, Artech House, Norwood, MA, 2008, pp. 22-32.
29. Yang, J., Chen, Y., and Trappe,W., "Detecting Spoofing Attacks in MobileWireless Environments," Proceedings of the 6th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks, IEEE Publ., Piscataway, NJ, 2009, pp. 1-9.
30. Bishop, M., Engle, S., Howard, D., and Whalen, S., "A Taxonomy of Buffer Overflow Characteristics," IEEE Transactions on Dependable and Secure Computing, Vol. 9, No. 3, 2012, pp. 305-317. doi:10.1109/TDSC.2012.10
31. Zhang,Y., Lee,W., and Huang,Y.-A., "Intrusion Detection Techniques for MobileWireless Networks," Wireless Networks,Vol. 9, No. 5, 2003, pp. 545-556. doi:10.1023/A:1024600519144
32. Cowan, C.,Wagle, F., Pu, C., Beattie, S., andWalpole, J., "Buffer Overflows: Attacks and Defenses for the Vulnerability of the Decade," Proceedings of the DARPA Information Survivability Conference and Exposition, Vol. 2, IEEE Publ., Piscataway, NJ, 2000, pp. 119-129.