Entropy weight coefficient method for evaluating intrusion detection systems

Proceedings of the International Symposium on Electronic Commerce and Security, ISECS 2008

Volumn , Issue , 2008, Pages 592-598

  Tian, Junfeng ^a   Liu, Tao ^a   Jiao, Hongqiang ^a  

^a HEBEI UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

COMMERCE; COMPUTER CRIME; ELECTRONIC COMMERCE; ENTROPY; SECURITY OF DATA; SIGNAL DETECTION;

BAYESIAN DETECTIONS; COMPREHENSIVE EVALUATIONS; DETECTION CAPABILITIES; ENTROPY WEIGHTS; EVALUATING; EVALUATION METHODS; EVALUATION METRICS; EXPECTED COSTS; FALSE NEGATIVE RATES; FALSE POSITIVE RATES; INTRUSION DETECTION SYSTEMS; ROC CURVES; SUBJECTIVE JUDGMENTS; WEIGHT COEFFICIENTS;

INTRUSION DETECTION;

EID: 54049115914     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISECS.2008.107     Document Type: Conference Paper

References (17)

1. J. P. Anderson (1980). "Computer security threat monitoring and surveillance". Technical report, James P. Anderson Company, Fort Washington, Pennsylvania.
2. N. Puketza, K. Zhang, R.A. Olsson, B. Mukherjee, and M. Chung (1996). "A Methodology for Testing Intrusion Detection Systems". IEEE Transactions on Software Engineering, Vol. 22, No. 10, pp. 719-729.
3. Puketza N., Chung M., Olsson R. O., and Mukherjee B. (1997). "A Software Platform for Testing Intrusion Detection Systems". IEEE Software, Vol. 14, No. 5, pp. 43-51.
4. Durst R, Champion T, Witten B, et al (1999). "Testing and evaluating computer intrusion detection systems". Communications of the ACM, Vol. 42, No. 7, pp. 53-61.
5. Dong Xiao-mei, Xiao Ke, Yu Ge (2005). "Study on Evaluation Techniques of Intrusion Detection Systems". Mini-Micro Systems, Vol. 26, No. 4, pp. 568-571 (in Chinese).
6. Cai Zhong-min, Sun Guo-ji, Wei Jun-hu, et al (2002). "Design and realization of evaluation environment for intrusion detection system". Journal of System Simulation, Vol. 14, No. 3, pp. 377-380 (in Chinese).
7. Lippmann R, Fried D, Graf I et al (2000). "Evaluating intrusion detection systems: the 1998 DARPA Off-Line intrusion detection evaluation". Proceedings of the 2000 DARPA Information Survivability Conference and Exposition, Vol. 2, pp. 12-26.
8. Lippmann R, Haines J, Fried D et al (2000). "The 1999 DARPA Off-Line intrusion detection evaluation". Computer Networks, Vol. 34, No. 4, pp. 579-595.
9. Richard Lippmann, Joshua W. Haines, David J. Fried et al (2000). "Analysis and Results of the 1999 DARPA Off-Line Intrusion Detection Evaluation". Proceedings of the Third International Workshop on Recent Advances in Intrusion Detection, Vol. 1907, pp. 162-182.
10. I. Graf, R. Lippmann, R. Cunningham, K. K. D. Fried, S. Webster, and M. Zissman. Results of DARPA 1998 off-line intrusion detection evaluation. Presented at DARPA PI Meeting, 15 December 1998.
11. Boping Qin, Xianwei zhou, Jun yang et al (2006). "Comprehensive Evaluation of Intrusion Detection Systems Based on Fuzzy Methods". Computer Engineering, Vol. 32, No. 8, pp. 155-156 (in Chinese)
12. Thomas M. Cover, Joy A. Thomas (1991). "Elements of Information Theory". Wiley-Interscience, pp. 9-12.
13. Stefan Axelsson (1999). "The base-rate fallacy and its implications for the difficulty of intrusion detection". Proceedings of the 6th ACM conference on Computer and communications security, pp. 1-7.
14. J. E. Gaffney, J. W. Ulvila (2001). "Evaluation of intrusion detectors: A decision theory approach". In Proceedings of the 2001 IEEE Symposium on Security and Privac, pp. 50-61.
15. Jacob W. Ulvila, John E. Gaffney (2003) "Evaluation of intrusion detection systems". Journal of Research of the National Institute of Standards and Technology, Vol. 108, No. 6, pp. 453-473.
16. Guofei Gu, Prahlad Fogla, David Dagon, Wenke Lee and Boris Skoric (2006). "Towards an Information-Theoretic Framework for Analyzing Intrusion Detection Systems". 11th European Symposium on Research in Computer Security, Hamburg, Germany, September 18-20, 2006, Vol. 4189, pp. 527-546.
17. Guofei Gu, Prahlad Fogla, David Dagon, Wenke Lee and Boris Skoric (2006). "Measuring intrusion detection capability: an information-theoretic approach". In Proceedings of the 2006 ACM Symposium on information, Computer and Communications Security, pp. 90-101.