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Volumn 5997 LNCS, Issue , 2010, Pages 74-83

Multiple classifier systems under attack

Author keywords

[No Author keywords available]

Indexed keywords

INTRUSION DETECTION; PATTERN RECOGNITION SYSTEMS;

EID: 77952042088     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-12127-2_8     Document Type: Conference Paper
Times cited : (42)

References (20)
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  • 3
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    • Giacinto, G., Roli, F., Didaci, L.: Fusion of multiple classifiers for intrusion detection in computer networks. Patt. Rec. Lett. 24, 1795 - 1803 (2003)
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  • 6
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    • Nightmare at test time: Robust learning by feature deletion
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    • (2006) Int. Conf. Machine Learning , pp. 353-360
    • Globerson, A.1    Roweis, S.T.2
  • 8
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Breiman, L.: Bagging predictors. Machine Learning 24(2), 123-140 (1996)
    • (1996) Machine Learning , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 9
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    • The random subspace method for constructing decision forests
    • Ho, T.K.: The random subspace method for constructing decision forests. IEEE Trans. Pattern Analysis and Machine Intelligence 20(8), 832-844 (1998)
    • (1998) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.20 , Issue.8 , pp. 832-844
    • Ho, T.K.1
  • 10
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    • The Apache SpamAssassin Project, http://spamassassin.apache.org/
  • 13
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    • An adjustable combination of linear regression and modified probabilistic neural network for anti-spam filtering
    • Tran, T., Tsai, P., Jan, T.: An adjustable combination of linear regression and modified probabilistic neural network for anti-spam filtering. In: Int. Conf. Patt. Rec., pp. 1-4 (2008)
    • (2008) Int. Conf. Patt. Rec. , pp. 1-4
    • Tran, T.1    Tsai, P.2    Jan, T.3
  • 14
    • 70350241126 scopus 로고    scopus 로고
    • Evade hard multiple classifier systems
    • Okun, O., Valentini, G. (eds.) Studies in Comp. Int. Springer, Heidelberg
    • Biggio, B., Fumera, G., Roli, F.: Evade hard multiple classifier systems. In: Okun, O., Valentini, G. (eds.) Supervised and Unsupervised Ensemble Methods and their Applications. Studies in Comp. Int., vol. 245, pp. 15-38. Springer, Heidelberg (2009)
    • (2009) Supervised and Unsupervised Ensemble Methods and Their Applications , vol.245 , pp. 15-38
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  • 15
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    • Adversarial pattern classification using multiple classifiers and randomisation
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    • Biggio, B., Fumera, G., Roli, F.: Adversarial pattern classification using multiple classifiers and randomisation. In: da Vitoria Lobo, N., Kasparis, T., Roli, F., Kwok, J.T., Georgiopoulos, M., Anagnostopoulos, G.C., Loog, M. (eds.) S+SSPR 2008. LNCS, vol. 5342, pp. 500-509. Springer, Heidelberg (2008)
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.