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Volumn , Issue , 2009, Pages 510-515

Ensemble of classifiers for detecting network intrusion

Author keywords

AdaBoost; Bagging; Confusion matrix; Intrusion detection; MultiBoosting; P ROC; ROC

Indexed keywords

ADABOOST; BAGGING; CONFUSION MATRIX; MULTIBOOSTING; P-ROC; ROC;

EID: 70349246693     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1523103.1523204     Document Type: Conference Paper
Times cited : (19)

References (23)
  • 1
    • 70349232139 scopus 로고    scopus 로고
    • Allen, J., Christie, A., Fithen, G., McHugh, Pickle, J., Storner, E., 2000. State of the Practice of Intrusion Detection Technologies, Technical Report, CMU/SEI-99-TR-028.
    • Allen, J., Christie, A., Fithen, G., McHugh, Pickle, J., Storner, E., 2000. State of the Practice of Intrusion Detection Technologies, Technical Report, CMU/SEI-99-TR-028.
  • 2
    • 0030211964 scopus 로고    scopus 로고
    • Bagging Predictors
    • Breimn L., 1996. Bagging Predictors, Machine Learning. 24, 3 (1996), 123-140.
    • (1996) Machine Learning , vol.24 , Issue.3 , pp. 123-140
    • Breimn, L.1
  • 5
    • 0038428854 scopus 로고    scopus 로고
    • Results of the KDD'99 Classifier Learning
    • Elkan, C. 2000. Results of the KDD'99 Classifier Learning, ACM SIGKDD Explorations, 1 (2000), 63-64.
    • (2000) ACM SIGKDD Explorations , vol.1 , pp. 63-64
    • Elkan, C.1
  • 6
    • 0031211090 scopus 로고    scopus 로고
    • Freund, Y. and Schapire, R.E. 1997. A decision-theoretic generalization of on-line learning and an application to boosting. J. Compu. Syst. Sci, 55, 1(Orlando, FL, USA, 1997). Academic Press Inc. 119-139. DOI:10.1006/jcss.1997. 1504.
    • Freund, Y. and Schapire, R.E. 1997. A decision-theoretic generalization of on-line learning and an application to boosting. J. Compu. Syst. Sci, 55, 1(Orlando, FL, USA, 1997). Academic Press Inc. 119-139. DOI:10.1006/jcss.1997. 1504.
  • 9
    • 55749108162 scopus 로고    scopus 로고
    • Kotsiantis, S.B.,. Kanellopoulis, D. and. Pintelas,.P.E 2006. Local Boosting of Decision Steps for Regression and Classification Problems. Journal of Computers, 1, 4(July 2006), Academic Publisher, 30-37.
    • Kotsiantis, S.B.,. Kanellopoulis, D. and. Pintelas,.P.E 2006. Local Boosting of Decision Steps for Regression and Classification Problems. Journal of Computers, 1, 4(July 2006), Academic Publisher, 30-37.
  • 11
    • 0035402096 scopus 로고    scopus 로고
    • Training a Neural Network based Intrusion Detector tm recognize novel attacks
    • Lee, S.C and Heinbuch, D.V. 2001. Training a Neural Network based Intrusion Detector tm recognize novel attacks, IEEE transactions on System, Man and Cybernetics, 31, 4 (2001), 294-299.
    • (2001) IEEE transactions on System, Man and Cybernetics , vol.31 , Issue.4 , pp. 294-299
    • Lee, S.C.1    Heinbuch, D.V.2
  • 13
    • 0034270431 scopus 로고    scopus 로고
    • Defending Yourself: The role of Intrusion Detection Systems
    • Sept./Oct
    • McHugh, G., Christie, A. and Allen, J. 2000. Defending Yourself: The role of Intrusion Detection Systems, IEEE software, (Sept./Oct. 2000), 42-51.
    • (2000) IEEE software , pp. 42-51
    • McHugh, G.1    Christie, A.2    Allen, J.3
  • 14
    • 35348915328 scopus 로고    scopus 로고
    • Key Real-world Applications of Classifier Ensembles
    • Oza, N. C. and Tumer, K. 2008. Key Real-world Applications of Classifier Ensembles, Information Fusion, Special Issue on Applications of Ensemble Methods, 9, 1 (2008), 4-20.
    • (2008) Information Fusion , vol.9 , Issue.1 , pp. 4-20
    • Oza, N.C.1    Tumer, K.2
  • 18
    • 84898944587 scopus 로고    scopus 로고
    • Intrusion Detection with neural Networks
    • M. Jordan et al, Eds, Cambridge, MA: MIT Press
    • Ryan, J., Lin, M.J. and Miikkulainen, R. 1998. Intrusion Detection with neural Networks, in Advances in Neural Information processing systems 10, M. Jordan et al., Eds., (Cambridge, 1998). MA: MIT Press, 943-949.
    • (1998) Advances in Neural Information processing systems , vol.10 , pp. 943-949
    • Ryan, J.1    Lin, M.J.2    Miikkulainen, R.3
  • 19
    • 70349233689 scopus 로고    scopus 로고
    • The Third International KDDM tools Competition, May
    • The Third International KDDM tools Competition, May 2002. http://kdd.ics.uci.edu/databases/kddCup99.html
    • (2002)
  • 20
    • 0021518106 scopus 로고
    • A theory of the learnable
    • DOI bookmark:, http://portal.acm.org/citation.cfm?id=1972
    • Valient, L.G., 1984. A theory of the learnable, Commun. ACM, 27, 11 (1984), 1134-1142. DOI bookmark: http://doi.acm.org/10.1145/1968.1972http:// portal.acm.org/citation.cfm?id=1972
    • (1984) Commun. ACM , vol.27 , Issue.11 , pp. 1134-1142
    • Valient, L.G.1
  • 21
    • 0034247206 scopus 로고    scopus 로고
    • MultiBoosting: A technique for combining Boosting and Wagging
    • Editor Robert, Kluwer Academic Publisher
    • Webb, G.I., 2000. MultiBoosting: A technique for combining Boosting and Wagging, Editor Robert Schapire, in Machine Learning, 40 (2000), Kluwer Academic Publisher. 159-39.
    • (2000) Schapire, in Machine Learning , vol.40 , pp. 159-239
    • Webb, G.I.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.