메뉴 건너뛰기




Volumn 45, Issue 1, 2004, Pages 69-83

A Bayesian paradigm for designing intrusion detection systems

Author keywords

Bayesian model averaging; Fraud; Graphical model; Hierarchical model; Markov modulated Poisson process; Mixture model

Indexed keywords

ALGORITHMS; COMPUTER NETWORKS; MATHEMATICAL MODELS; PATTERN RECOGNITION;

EID: 0442296744     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-9473(03)00177-4     Document Type: Article
Times cited : (59)

References (23)
  • 1
    • 0000353178 scopus 로고
    • A maximization technique occurring in the statistical analysis of probabilistic functions of Markov chains
    • Baum L.E. Petrie T. Soules G. Weiss N. A maximization technique occurring in the statistical analysis of probabilistic functions of Markov chains Ann. Math. Statist. 41 1970 164-171
    • (1970) Ann. Math. Statist. , vol.41 , pp. 164-171
    • Baum, L.E.1    Petrie, T.2    Soules, G.3    Weiss, N.4
  • 2
    • 0041960000 scopus 로고    scopus 로고
    • Detecting fraud in the real world
    • Abello, J., Pardalos, P.M., Resende, M.G.C., Kluwer Academic Publishers, Dordrecht
    • Cahill, M., Chen, F., Lambert, D., Pinheiro, J., Sun, D., 2002. Detecting fraud in the real world. In: Abello, J., Pardalos, P.M., Resende, M.G.C., Handbook of Massive Datasets. Kluwer Academic Publishers, Dordrecht
    • (2002) Handbook of Massive Datasets
    • Cahill, M.1    Chen, F.2    Lambert, D.3    Pinheiro, J.4    Sun, D.5
  • 6
    • 0033426506 scopus 로고    scopus 로고
    • Parameter estimation in large dynamic paired comparison experiments
    • Glickman M.E. Parameter estimation in large dynamic paired comparison experiments Appl. Statist. 48 1999 377-394
    • (1999) Appl. Statist. , vol.48 , pp. 377-394
    • Glickman, M.E.1
  • 8
    • 0035616570 scopus 로고    scopus 로고
    • A hybrid high-order Markov chain model for computer intrusion detection
    • Ju W.-H. Vardi Y. A hybrid high-order Markov chain model for computer intrusion detection J. Comput. Graphical Statist. 10 2001 277-295
    • (2001) J. Comput. Graphical Statist. , vol.10 , pp. 277-295
    • Ju, W.-H.1    Vardi, Y.2
  • 10
    • 0029662516 scopus 로고    scopus 로고
    • Measures of concurrency in networks and the spread of infectious disease
    • Kretzschmar M. Morris M. Measures of concurrency in networks and the spread of infectious disease Math. Biosci. 133 1996 165-195
    • (1996) Math. Biosci. , vol.133 , pp. 165-195
    • Kretzschmar, M.1    Morris, M.2
  • 11
    • 1842765663 scopus 로고    scopus 로고
    • Estimating millions of dynamic timing patterns in real-time
    • Lambert D. Pinheiro J. Sun D. Estimating millions of dynamic timing patterns in real-time J. Amer. Statist. Assoc. 96 2001 316-330
    • (2001) J. Amer. Statist. Assoc. , vol.96 , pp. 316-330
    • Lambert, D.1    Pinheiro, J.2    Sun, D.3
  • 14
    • 21344497723 scopus 로고
    • Estimation and modelling repeated patterns in high order Markov chains with the mixture transition distribution model
    • Raftery A. Tavaré S. Estimation and modelling repeated patterns in high order Markov chains with the mixture transition distribution model Appl. Statist. 43 1994 179-199
    • (1994) Appl. Statist. , vol.43 , pp. 179-199
    • Raftery, A.1    Tavaré, S.2
  • 15
    • 0034325396 scopus 로고    scopus 로고
    • Detecting masquerades in intrusion detection based unpopular commands
    • Schonlau M. Theus M. Detecting masquerades in intrusion detection based unpopular commands Inform. Process. Lett. 76 2000 33-38
    • (2000) Inform. Process. Lett. , vol.76 , pp. 33-38
    • Schonlau, M.1    Theus, M.2
  • 17
    • 0033473824 scopus 로고    scopus 로고
    • Bayesian analysis of a two state Markov modulated Poisson process
    • Scott S.L. Bayesian analysis of a two state Markov modulated Poisson process J. Comput. Graphical Statist. 8 3 1999 662-670
    • (1999) J. Comput. Graphical Statist. , vol.8 , Issue.3 , pp. 662-670
    • Scott, S.L.1
  • 18
    • 0036489069 scopus 로고    scopus 로고
    • Bayesian methods for hidden Markov models: Recursive computing in the 21st century
    • Scott S.L. Bayesian methods for hidden Markov models: Recursive computing in the 21st century J. Amer. Statist. Assoc. 97 2002 337-351
    • (2002) J. Amer. Statist. Assoc. , vol.97 , pp. 337-351
    • Scott, S.L.1
  • 20
    • 0442304908 scopus 로고    scopus 로고
    • The Markov modulated Poisson process and Markov Poisson cascade with applications to Web traffic data
    • Bernardo, J.M., Bayarri, M.J., Berger, J.O., Dawid, A.P., Heckerman, D., Smith, A.F.M., West, M. (Eds.), Oxford University Press, Oxford
    • Scott, S.L., Smyth, P., 2003. The Markov modulated Poisson process and Markov Poisson cascade with applications to Web traffic data. In: Bernardo, J.M., Bayarri, M.J., Berger, J.O., Dawid, A.P., Heckerman, D., Smith, A.F.M., West, M. (Eds.), Bayesian Statistics, Vol. 7. Oxford University Press, Oxford, 671-680.
    • (2003) Bayesian Statistics , vol.7 , pp. 671-680
    • Scott, S.L.1    Smyth, P.2
  • 23
    • 84972521562 scopus 로고
    • Self-similarity in high-speed packet traffic: Analysis and modeling of ethernet traffic measurements
    • Willinger W. Taqqu M.S. Leland W.E. Wilson D.V. Self-similarity in high-speed packet traffic: Analysis and modeling of ethernet traffic measurements Statist. Sci. 10 1995 67-85
    • (1995) Statist. Sci. , vol.10 , pp. 67-85
    • Willinger, W.1    Taqqu, M.S.2    Leland, W.E.3    Wilson, D.V.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.