Should security researchers experiment more and draw more inferences?

4th Workshop on Cyber Security Experimentation and Test, CSET 2011

Volumn , Issue , 2011, Pages

  Killourhy, Kevin S ^a   Maxion, Roy A ^a  

^a CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

SECURITY OF DATA;

COMPARATIVE EXPERIMENTS; CONTROL FACTORS; KEYSTROKE DYNAMICS; SCIENTIFIC DISCIPLINE; SECURITY RESEARCH; STATISTICAL INFERENCE;

STATISTICAL METHODS;

EID: 85084162204     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (20)

1. G. E. P. Box, J. S. Hunter, and W. G. Hunter, Statistics for Experimenters: Design, Innovation, and Discovery. Wiley, New York, 2nd ed., 2005.
2. R. A. Fisher, The Design of Experiments. Hafner Publishing, NY, 1966.
3. D. Mayer, Essential Evidence-Based Medicine. Cambridge University, UK, 2nd ed., 2010.
4. H. M. Wadsworth Jr., K. S. Stephens, and A. B. Godfrey, Modern Methods for Quality Control and Improvement. John Wiley & Sons, NY, 1986.
5. Y. Dodge, ed., Oxford Dictionary of Statistical Terms. Oxford University, New York, NY, 2003.
6. S. Cho, C. Han, D. H. Han, and H.-I. Kim, “Web-based keystroke dynamics identity verification using neural network,” Journal of Organizational Computing and Electronic Commerce, vol. 10, no. 4, pp. 295–307, 2000.
7. K. S. Killourhy and R. A. Maxion, “Comparing anomaly-detection algorithms for keystroke dynamics,” in IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2009), (June 29–July 2, 2009, Estoril, Lisbon, Portugal), pp. 125–134, IEEE Computer Society, Los Alamitos, CA, 2009.
8. R. P. Lippmann, D. J. Fried, I. Graf, J. W. Haines, K. R. Kendall, D. McClung, D. Webber, S. E. Webster, D. Wyschogrod, R. K. Cunningham, and M. A. Zissman, “Evaluating intrusion detection systems: The 1998 DARPA off-line intrusion detection evaluation,” in DARPA Information Survivability Conference and Exposition (DISCEX 2000), vol. 2, (January 25–27, 2000, Hilton Head, SC), pp. 12–26, IEEE Computer Society, Los Alamitos, CA, 2000.
9. R. Lippmann, J. W. Haines, D. J. Fried, J. Korba, and K. Das, “Analysis and results of the 1999 DARPA offline intrusion detection evaluation,” in Recent Advances in Intrusion Detection (RAID 2000), (October 2–4, 2000, Toulouse, France), pp. 162–182, Springer-Verlag, Berlin, 2000.
10. Predict: Protected Repository for the Defense of Infrastructure Against Cyber Threats, 2010. https://www.predict.org/.
11. DETERlab Testbed: cyber-DEfense Technology Experimental Research laboratory Testbed, 2010. http://www.isi.edu/deter/.
12. S. Stafford and J. Li, “Behavior-based worm detectors compared,” in Recent Advances in Intrusion Detection (RAID 2010), (September 15–17, 2010, Ottawa, Ontario, Canada), pp. 38–57, Springer-Verlag, Berlin, 2010.
13. A. Madansky, Prescriptions for Working Statisticians (Springer Texts in Statistics). Springer-Verlag, NY, 1988.
14. G. Forsen, M. Nelson, and J. Raymond Staron, “Personal attributes authentication techniques,” Tech. Rep. RADC-TR-77-333, Rome Air Development Center, October 1977.
15. R. S. Gaines, W. Lisowski, S. J. Press, and N. Shapiro, “Authentication by keystroke timing: Some preliminary results,” Tech. Rep. R-2526-NSF, RAND Corporation, May 1980.
16. W. R. Shadish, T. D. Cook, and D. T. Campbell, Experimental and Quasi-Experimental Designs for Generalized Causal Inference. Houghton Mifflin, Boston, 2002.
17. W. F. Tichy, “Should computer scientists experiment more?,” Computer, vol. 31, pp. 32–40, May 1998.
18. S. Peisert and M. Bishop, “How to design computer security experiments,” in 5th World Conference on Information Security Education (WISE 2007), (June 19–21, 2007, West Point, NY), pp. 141–148, Springer, New York, 2007.
19. R. Sommer and V. Paxson, “Outside the closed world: On using machine learning for network intrusion detection,” in 2010 IEEE Symposium on Security and Privacy, (May 16–19, 2010, Berkeley, CA), pp. 305–316, IEEE Computer Society, Los Alamitos, CA, 2010.
20. S. Kurkowski, T. Camp, and M. Colagrosso, “MANET simulation study: The incredibles,” Mobile Computing and Communications Review—Special Issue on Medium Access and Call Admission Control Algorithms for Next Generation Wireless Networks, vol. 9, pp. 50–61, October 2005.