메뉴 건너뛰기




Volumn , Issue , 2009, Pages 19-22

Ensembling rule based classifiers for detecting network intrusions

Author keywords

Accuracy; Ensemble approach; Intrusion detection; Rule based classifiers

Indexed keywords

ACCURACY; BENCHMARK DATASETS; DATA MINING TECHNIQUES; ENSEMBLE APPROACH; EVALUATION PROGRAM; FALSE POSITIVE RATES; IN-BUILDINGS; NETWORK INTRUSION DETECTION SYSTEMS; NETWORK INTRUSIONS; RULE-BASED CLASSIFIER; SECURITY POLICY; SYSTEM SECURITY;

EID: 73849140809     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ARTCom.2009.121     Document Type: Conference Paper
Times cited : (28)

References (21)
  • 1
    • 73849093165 scopus 로고    scopus 로고
    • Rebecca Base and Peter Mell. NIST special publication on Intrusion detection system.Infidel Inc., Scotts Valley, CA, National Institute of Standards and Technology,2001.
    • Rebecca Base and Peter Mell. NIST special publication on Intrusion detection system.Infidel Inc., Scotts Valley, CA, National Institute of Standards and Technology,2001.
  • 5
    • 70449353683 scopus 로고    scopus 로고
    • Identifying false alarm for network intrusion detection system using hybrid data mining and decision tree
    • N.B. Annur, H.Sallehudin,A.Gani and O.Zakari. Identifying false alarm for network intrusion detection system using hybrid data mining and decision tree. Malaysian journal of computer science. Vol.21,No.2, 2008,pp.101-115.
    • (2008) Malaysian journal of computer science , vol.21 , Issue.2 , pp. 101-115
    • Annur, N.B.1    Sallehudin, H.2    Gani, A.3    Zakari, O.4
  • 6
    • 11144275989 scopus 로고    scopus 로고
    • Support vector classifiers and network intrusion detection
    • WA, ISBN:1098-7584
    • John Mill and Atsushi Inoue. Support vector classifiers and network intrusion detection. In Proc. of 2004 IEEE Intl.conf. on fuzzy systems. WA,2004,Vol.1,pp.407-410.ISBN:1098-7584.
    • (2004) Proc. of 2004 IEEE Intl.conf. on fuzzy systems , vol.1 , pp. 407-410
    • Mill, J.1    Inoue, A.2
  • 7
    • 33750514606 scopus 로고    scopus 로고
    • S.Peddabachigari, A.Abraham, C.Grosan and J.Thomas. Modelling IDS using hybrid intelligent systems. Journal of network and computer applications,30, No.1, 2007, pp.114-132.Elsevier.
    • S.Peddabachigari, A.Abraham, C.Grosan and J.Thomas. Modelling IDS using hybrid intelligent systems. Journal of network and computer applications,Vol.30, No.1, 2007, pp.114-132.Elsevier.
  • 8
    • 10844230994 scopus 로고    scopus 로고
    • S.Mukkamala, A.H.Sung and A.Abraham. Intrusion detection using an ensemble of intelligent paradigms. Journal of network and computer applications,28,2005,pp.167-182.Elsevier.
    • S.Mukkamala, A.H.Sung and A.Abraham. Intrusion detection using an ensemble of intelligent paradigms. Journal of network and computer applications,Vol.28,2005,pp.167-182.Elsevier.
  • 9
    • 0026156490 scopus 로고
    • A nearest hyperrectangle learning method
    • Vo
    • S.Salzberg. A nearest hyperrectangle learning method. Machine learning, Vo.6, pp.277-309.1991.
    • (1991) Machine learning , vol.6 , pp. 277-309
    • Salzberg, S.1
  • 10
    • 73849086795 scopus 로고    scopus 로고
    • Sylvain Roy. Nearest neighbour with generalization.Christchurch,NZ,2002.
    • Sylvain Roy. Nearest neighbour with generalization.Christchurch,NZ,2002.
  • 11
    • 73849111917 scopus 로고    scopus 로고
    • Willium W.Cohen. Fast effective rule induction. In:12th Intl.conf. on Machine learning,pp.115-123,1995.
    • Willium W.Cohen. Fast effective rule induction. In:12th Intl.conf. on Machine learning,pp.115-123,1995.
  • 12
    • 0029403698 scopus 로고
    • Induction of Ripple-Down rules applied to modelling large databases
    • Brian R. Gaines and Paul Cronpton. Induction of Ripple-Down rules applied to modelling large databases. Journal if Intelligent information system.Vol.5,No.3, pp.221-228,1995.
    • (1995) Journal if Intelligent information system , vol.5 , Issue.3 , pp. 221-228
    • Gaines, B.R.1    Cronpton, P.2
  • 13
    • 84948977233 scopus 로고    scopus 로고
    • Ron Kohavi, The power of decision Tables. In:8th European conference on Machine learning,pp.174-189,1995.
    • Ron Kohavi, The power of decision Tables. In:8th European conference on Machine learning,pp.174-189,1995.
  • 14
    • 0021518106 scopus 로고
    • A theory of the learnables
    • L.G.Valient. A theory of the learnables. Communication of the ACM, Vol.27,No.11,pp.1134-1142,1984.
    • (1984) Communication of the ACM , vol.27 , Issue.11 , pp. 1134-1142
    • Valient, L.G.1
  • 16
    • 0031211090 scopus 로고    scopus 로고
    • Y.Frund and R.E.Schafire. A decision theoretic generalization of on-line learning and an application to boosting. Journal of computer system science.55, No.1, Academy Press Inc.,FL, pp.119-139.DOI:10.1006/jcs-1997. 1504.
    • Y.Frund and R.E.Schafire. A decision theoretic generalization of on-line learning and an application to boosting. Journal of computer system science.Vol.55, No.1, Academy Press Inc.,FL, pp.119-139.DOI:10.1006/jcs-1997. 1504.
  • 18
    • 73849136626 scopus 로고    scopus 로고
    • V.Ramos and A.Abraham. ANTIDS: Self organised ANT based clustering for intrusion detection system.pp.1-10.2004. http://www.softcomputing.net/wstst-ra. pdf
    • V.Ramos and A.Abraham. ANTIDS: Self organised ANT based clustering for intrusion detection system.pp.1-10.2004. http://www.softcomputing.net/wstst-ra. pdf
  • 19
    • 73849095027 scopus 로고    scopus 로고
    • V.Venkatachalm and S.Selvan. Performance comparison of Intrusion detection system classifiers using various feature reduction techniques. International journal of simulation.9, No.1, 2008, pp.30-39. ISSN: 1473-8031.
    • V.Venkatachalm and S.Selvan. Performance comparison of Intrusion detection system classifiers using various feature reduction techniques. International journal of simulation.Vol.9, No.1, 2008, pp.30-39. ISSN: 1473-8031.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.