메뉴 건너뛰기




Volumn , Issue , 2009, Pages 137-142

Intrusion detection based on "hybrid" propagation in Bayesian networks

Author keywords

Bayesian network; Entrusion detection; Hybrid propagation; Junction tree inference; Learning

Indexed keywords

BAYESIAN MODEL; CAUSAL RELATIONSHIPS; DECISION PROBLEMS; ENTRUSION DETECTION; EPISTEMIC UNCERTAINTIES; GRAPHICAL MODELING; HYBRID PROPAGATION; INTRUSION DETECTION SYSTEMS; JUNCTION TREE INFERENCE; LEARNING; MALICIOUS BEHAVIOR; NATURAL VARIABILITY; NETWORK BASED INTRUSION DETECTION SYSTEMS; SIGNATURE RECOGNITION; STOCHASTIC PHENOMENA;

EID: 70350044841     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISI.2009.5137285     Document Type: Conference Paper
Times cited : (15)

References (15)
  • 2
    • 70350067860 scopus 로고    scopus 로고
    • Brian C. Rudzonis. Intrusion Prevention: Does it Measure up to the Hype? SANS GSEC Practical v1.4b, 2003.
    • Brian C. Rudzonis. Intrusion Prevention: Does it Measure up to the Hype? SANS GSEC Practical v1.4b, 2003.
  • 3
    • 50249115876 scopus 로고    scopus 로고
    • DARPA, DARPA archive. Task Description
    • DARPA. Knowledge Discovery in Databases, 1999. DARPA archive. Task Description
    • (1999) Knowledge Discovery in Databases
  • 6
    • 70350072143 scopus 로고    scopus 로고
    • Network Security: Bayesian Network Intrusion Detection (BNIDS)
    • May 3
    • Johansen Krister and Lee Stephen. Network Security: Bayesian Network Intrusion Detection (BNIDS) May 3, 2003.
    • (2003)
    • Krister, J.1    Stephen, L.2
  • 8
    • 0002095306 scopus 로고
    • Equivalence and synthesis of causal models
    • P.P. Bonissone, M. Henrion, L.N. Kanal, and J.F. Lemmer, editors, Elsevier Science Publishers B.V, North Holland
    • Thomas S. Verma and Judea Pearl. Equivalence and synthesis of causal models. In P.P. Bonissone, M. Henrion, L.N. Kanal, and J.F. Lemmer, editors, Uncertainty in Artificial Intelligence 6, pages 255-268. Elsevier Science Publishers B.V. (North Holland), 1991.
    • (1991) Uncertainty in Artificial Intelligence , vol.6 , pp. 255-268
    • Verma, T.S.1    Pearl, J.2
  • 9
    • 34249832377 scopus 로고
    • A Bayesian method for the induction of probabilistic networks from data
    • Gregory F. Cooper and Edward Herskovits. A Bayesian method for the induction of probabilistic networks from data. Machine Learning, 1992.
    • (1992) Machine Learning
    • Cooper, G.F.1    Herskovits, E.2
  • 10
    • 0031099258 scopus 로고    scopus 로고
    • Learning causal networks from data: A survey and a new algorithm for recovering possibilistic causal networks
    • Sanguesa R., Cortes U. Learning causal networks from data: a survey and a new algorithm for recovering possibilistic causal networks. AI Communications 10, 31-61, 1997.
    • (1997) AI Communications , vol.10 , pp. 31-61
    • Sanguesa, R.1    Cortes, U.2
  • 11
    • 0141574623 scopus 로고    scopus 로고
    • ISTG, MIT Lincoln Lab, Information Systems Technology Group
    • ISTG. The 1998 intrusion detection off-line evaluation plan. MIT Lincoln Lab., Information Systems Technology Group, 1998. http://www.11.mit.edu/IST/ ideval/docs/1998/id98-eval-11.txt
    • (1998) The 1998 intrusion detection off-line evaluation plan
  • 12
    • 34748822627 scopus 로고    scopus 로고
    • Analysis of Three Intrusion Detection System Benchmark Datasets Using Machine Learning Algorithms
    • Atlanta, USA, May
    • Kayacik, G. H., Zincir-Heywood, A. N. Analysis of Three Intrusion Detection System Benchmark Datasets Using Machine Learning Algorithms, Proceedings of the IEEE ISI 2005 Atlanta, USA, May, 2005.
    • (2005) Proceedings of the IEEE ISI
    • Kayacik, G.H.1    Zincir-Heywood, A.N.2
  • 15
    • 70350067850 scopus 로고    scopus 로고
    • M. Sayed Mouchaweh, P. Bilaudel and B. Riera. Variable ProbabilityPossibility Transformation, 25th European Annual Conference on Human Decision-Making and Manual Control (EAM'06). September 27-29,Valenciennes, France, 2006.
    • M. Sayed Mouchaweh, P. Bilaudel and B. Riera. "Variable ProbabilityPossibility Transformation", 25th European Annual Conference on Human Decision-Making and Manual Control (EAM'06). September 27-29,Valenciennes, France, 2006.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.