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Volumn , Issue , 2009, Pages 3976-3980

Ensemble of machine learning algorithms for intrusion detection

Author keywords

Ensemble design; Feature selection; Intrusion detection; Machine learning

Indexed keywords

COMBINATION METHOD; COMBINATION OF MULTIPLE CLASSIFIERS; DATA SETS; DESIGN FEATURES; DETECTION ACCURACY; ENSEMBLE DESIGN; ENSEMBLE-CLASSIFIER; EVALUATION TOOL; FEATURE SUBSET; INDIVIDUAL CLASSIFIERS; MACHINE LEARNING ALGORITHMS; MACHINE-LEARNING; MULTI-CLASSIFIER; SOFTCOMPUTING TECHNIQUES; THREE-LAYER;

EID: 74849089286     PISSN: 1062922X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICSMC.2009.5346669     Document Type: Conference Paper
Times cited : (17)

References (7)
  • 1
    • 30644460786 scopus 로고    scopus 로고
    • Intrusion Detection in Computer Networks by Multiple Classifier Systems
    • G. Giacinto and F. Roli, "Intrusion Detection in Computer Networks by Multiple Classifier Systems," 16th International Conference on Pattern Recognition, Volume 2, pp. 390-393, 2002.
    • (2002) 16th International Conference on Pattern Recognition , vol.2 , pp. 390-393
    • Giacinto, G.1    Roli, F.2
  • 3
    • 40649104787 scopus 로고    scopus 로고
    • Attack Characterization and Intrusion Detection using an Ensemble of Self-Organizing Maps
    • Vancouver, BC, Canada, July
    • L. L. DeLooze, "Attack Characterization and Intrusion Detection using an Ensemble of Self-Organizing Maps," 2006 International Joint Conference on Neural Networks, pp. 2121-2128, Vancouver, BC, Canada, July, 2006.
    • (2006) 2006 International Joint Conference on Neural Networks , pp. 2121-2128
    • DeLooze, L.L.1
  • 4
    • 38349006504 scopus 로고    scopus 로고
    • Combining Heterogeneous Classifiers for Network Intrusion Detection
    • Springer
    • A. Borji, "Combining Heterogeneous Classifiers for Network Intrusion Detection," Lecture Notes in Computer Science, Springer, Volume 4846, pp. 254-260, 2008.
    • (2008) Lecture Notes in Computer Science , vol.4846 , pp. 254-260
    • Borji, A.1
  • 7
    • 0029307876 scopus 로고
    • A k-Nearest Neighbor Classification Rule Based on Dempster-Shafer Theory
    • May
    • T. Denoeux, "A k-Nearest Neighbor Classification Rule Based on Dempster-Shafer Theory," IEEE Transactions on Systems, Man and Cybernetics, Volume 25, Number 5, pp. 804-813, May 1995.
    • (1995) IEEE Transactions on Systems, Man and Cybernetics , vol.25 , Issue.5 , pp. 804-813
    • Denoeux, T.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.