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Volumn 48, Issue , 2009, Pages 127-139

Integrating anomaly-based approach into Bayesian network classifiers

Author keywords

Anomaly approach; Bayesian classifiers; Intrusion detection; Novelty detection

Indexed keywords

ANOMALY APPROACH; ANOMALY DETECTION; BAYESIAN CLASSIFICATION; BAYESIAN CLASSIFIER; BAYESIAN NETWORK CLASSIFIERS; DECISION RULES; EXPERIMENTAL STUDIES; FALSE ALARM RATE; HTTP TRAFFIC; NOVELTY DETECTION;

EID: 73349119373     PISSN: 18650929     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-05197-5_9     Document Type: Conference Paper
Times cited : (3)

References (21)
  • 1
    • 0003516333 scopus 로고    scopus 로고
    • Intrusion detection systems: A survey and taxonomy
    • Chalmers Univ.
    • Axelsson, S.: Intrusion detection systems: A survey and taxonomy. Technical Report 99-115, Chalmers Univ. (2000)
    • (2000) Technical Report 99-115
    • Axelsson, S.1
  • 3
    • 55849134088 scopus 로고    scopus 로고
    • Naive bayesian networks in intrusion detection systems
    • Cavtat-Dubrovnik, Croatia
    • Ben-Amor, N., Benferhat, S., Elouedi, Z.: Naive bayesian networks in intrusion detection systems. In: ACM, Cavtat-Dubrovnik, Croatia (2003)
    • (2003) ACM
    • Ben-Amor, N.1    Benferhat, S.2    Elouedi, Z.3
  • 4
    • 33847218306 scopus 로고    scopus 로고
    • On the combination of naive bayes and decision trees for intrusion detection
    • Benferhat, S., Tabia, K.: On the combination of naive bayes and decision trees for intrusion detection. In: CIMCA/IAWTIC, pp. 211-216 (2005)
    • (2005) CIMCA/IAWTIC , pp. 211-216
    • Benferhat, S.1    Tabia, K.2
  • 5
    • 58049166325 scopus 로고    scopus 로고
    • Classification features for detecting server-side and client-side web attacks
    • Italy
    • Benferhat, S., Tabia, K.: Classification features for detecting server-side and client-side web attacks. In: 23rd International Security Conference, Italy (2008)
    • (2008) 23rd International Security Conference
    • Benferhat, S.1    Tabia, K.2
  • 7
    • 0038428854 scopus 로고    scopus 로고
    • Results of the KDD 1999 classifier learning
    • Elkan, C.: Results of the KDD 1999 classifier learning. SIGKDD Explorations 1(2), 63-64 (2000)
    • (2000) SIGKDD Explorations , vol.1 , Issue.2 , pp. 63-64
    • Elkan, C.1
  • 9
    • 38149142569 scopus 로고    scopus 로고
    • Comparing anomaly detection techniques for HTTP
    • Kruegel, C., Lippmann, R., Clark, A. (eds.) RAID 2007. Springer, Heidelberg
    • Ingham, K.L., Inoue, H.: Comparing anomaly detection techniques for HTTP. In: Kruegel, C., Lippmann, R., Clark, A. (eds.) RAID 2007. LNCS, vol.4637, pp. 42-62. Springer, Heidelberg (2007)
    • (2007) LNCS , vol.4637 , pp. 42-62
    • Ingham, K.L.1    Inoue, H.2
  • 12
    • 0003900915 scopus 로고
    • An application of pattern matching in intrusion detection
    • Department of Computer Scien'ces, Purdue University, West Lafayette
    • Kumar, S., Spafford, E.H.: An application of pattern matching in intrusion detection. Tech. Rep. CSD-TR-94-1013, Department of Computer Scien'ces, Purdue University, West Lafayette (1994)
    • (1994) Tech. Rep. CSD-TR-94-1013
    • Kumar, S.1    Spafford, E.H.2
  • 16
    • 33744584654 scopus 로고
    • Induction of decision trees
    • Quinlan, J.R.: Induction of decision trees. Mach. Learn. 1(1) (1986)
    • (1986) Mach. Learn. , vol.1 , Issue.1
    • Quinlan, J.R.1
  • 21
    • 84944220475 scopus 로고    scopus 로고
    • Adaptive, model-based monitoring for cyber attack detection
    • Debar, H., Ḿe, L., Wu, S.F. (eds.) RAID 2000. Springer, Heidelberg
    • Valdes, A., Skinner, K.: Adaptive, model-based monitoring for cyber attack detection. In: Debar, H., Ḿe, L., Wu, S.F. (eds.) RAID 2000. LNCS, vol.1907, pp. 80-92. Springer, Heidelberg (2000)
    • (2000) LNCS , vol.1907 , pp. 80-92
    • Valdes, A.1    Skinner, K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.