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Volumn , Issue , 2008, Pages 1043-1048

Unsupervised learning algorithms for intrusion detection

Author keywords

[No Author keywords available]

Indexed keywords

FINANCIAL DATA PROCESSING; INTERNET; INTRUSION DETECTION; LEARNING ALGORITHMS; LEARNING SYSTEMS; UBIQUITOUS COMPUTING; UNSUPERVISED LEARNING;

EID: 51849157912     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NOMS.2008.4575276     Document Type: Conference Paper
Times cited : (25)

References (37)
  • 1
    • 51849168648 scopus 로고    scopus 로고
    • J. P. Anderson, Computer security threat monitoring and surveillance, J. P. Anderson Co., Ft. Washington, Pennsylvania, Tech. Rep., Apr 1980.
    • J. P. Anderson, "Computer security threat monitoring and surveillance," J. P. Anderson Co., Ft. Washington, Pennsylvania, Tech. Rep., Apr 1980.
  • 2
    • 0003907293 scopus 로고    scopus 로고
    • Indianapolis, IN, USA: Macmillan Publishing Co, Inc
    • R. G. Bace, Intrusion detection. Indianapolis, IN, USA: Macmillan Publishing Co., Inc., 2000.
    • (2000) Intrusion detection
    • Bace, R.G.1
  • 3
    • 51849111954 scopus 로고    scopus 로고
    • T. H. Ptacek and T. N. Newsham, Insertion, evasion, and denial of service: Eluding network intrusion detection, Secure Networks, Calgary, Canada, Tech. Rep. T2R-0Y6, 1998. [Online]. Available: citeseer.nj.nec.com/ ptacek98insertion.html
    • T. H. Ptacek and T. N. Newsham, "Insertion, evasion, and denial of service: Eluding network intrusion detection," Secure Networks, Calgary, Canada, Tech. Rep. T2R-0Y6, 1998. [Online]. Available: citeseer.nj.nec.com/ ptacek98insertion.html
  • 4
    • 51849155082 scopus 로고    scopus 로고
    • S. Zanero, Unsupervised learning algorithms for intrusion detection, Ph.D. dissertation, Politecnico di Milano T.U., May 2006. [Online]. Available: http://home.dei.polimi.it/zanero/papers/tesi zanero online.pdf
    • S. Zanero, "Unsupervised learning algorithms for intrusion detection," Ph.D. dissertation, Politecnico di Milano T.U., May 2006. [Online]. Available: http://home.dei.polimi.it/zanero/papers/tesi zanero online.pdf
  • 6
    • 0142063808 scopus 로고    scopus 로고
    • Parzen-Window network intrusion detectors
    • aug, Online, Available
    • D.-Y. Yeung and C. Chow, "Parzen-Window network intrusion detectors," in Proc. of the 16th Int'l Conf. on Pattern Recognition, vol. 4, aug 2002, pp. 385-388. [Online]. Available: citeseer.nj.nec.com/505644. html
    • (2002) Proc. of the 16th Int'l Conf. on Pattern Recognition , vol.4 , pp. 385-388
    • Yeung, D.-Y.1    Chow, C.2
  • 7
    • 51849140057 scopus 로고    scopus 로고
    • K. Labib and R. Vemuri, NSOM: A real-time network-based intrusion detection system using self-organizing maps, Dept. of Applied Science, University of California, Davis, Tech. Rep., 2002.
    • K. Labib and R. Vemuri, "NSOM: A real-time network-based intrusion detection system using self-organizing maps," Dept. of Applied Science, University of California, Davis, Tech. Rep., 2002.
  • 12
    • 30344438592 scopus 로고    scopus 로고
    • Anomalous payload-based network intrusion detection
    • September
    • K. Wang and S. J. Stolfo, "Anomalous payload-based network intrusion detection," in RAID Symposium, September 2004.
    • (2004) RAID Symposium
    • Wang, K.1    Stolfo, S.J.2
  • 15
    • 33745165284 scopus 로고    scopus 로고
    • Analyzing tcp traffic patterns using self organizing maps
    • F. Roli and S. Vitulano, Eds, Cagliari, Italy: Springer, September
    • S. Zanero, "Analyzing tcp traffic patterns using self organizing maps," ser. Lecture Notes in Computer Science, F. Roli and S. Vitulano, Eds., vol. 3617. Cagliari, Italy: Springer, September 2005, pp. 83-90.
    • (2005) ser. Lecture Notes in Computer Science , vol.3617 , pp. 83-90
    • Zanero, S.1
  • 21
    • 0038081423 scopus 로고    scopus 로고
    • Trends in wide area ip traffic patterns - a view from ames internet exchange
    • S. McCreary and K. Claffy, "Trends in wide area ip traffic patterns - a view from ames internet exchange," in Proc. of ITC'2000, 2000.
    • (2000) Proc. of ITC'2000
    • McCreary, S.1    Claffy, K.2
  • 22
    • 84947205653 scopus 로고    scopus 로고
    • When is "nearest neighbor" meaningful?
    • Online, Available
    • K. Beyer, J. Goldstein, R. Ramakrishnan, and U. Shaft, "When is "nearest neighbor" meaningful?" Lecture Notes in Computer Science, vol. 1540, pp. 217-235, 1999. [Online]. Available: citeseer.ist.psu.edu/beyer99when.html
    • (1999) Lecture Notes in Computer Science , vol.1540 , pp. 217-235
    • Beyer, K.1    Goldstein, J.2    Ramakrishnan, R.3    Shaft, U.4
  • 23
    • 1542292055 scopus 로고    scopus 로고
    • What is the nearest neighbor in high dimensional spaces?
    • Online, Available
    • A. Hinneburg, C. C. Aggarwal, and D. A. Keim, "What is the nearest neighbor in high dimensional spaces?" in The VLDB Journal, 2000, pp. 506-515. [Online]. Available: citeseer.ist.psu.edu/hinneburg00what.html
    • (2000) The VLDB Journal , pp. 506-515
    • Hinneburg, A.1    Aggarwal, C.C.2    Keim, D.A.3
  • 24
    • 84949479246 scopus 로고    scopus 로고
    • On the surprising behavior of distance metrics in high dimensional space
    • Online, Available
    • C. C. Aggarwal, A. Hinneburg, and D. A. Keim, "On the surprising behavior of distance metrics in high dimensional space," Lecture Notes in Computer Science, vol. 1973, 2001. [Online]. Available: citeseer.ist.psu.edu/aggarwal01surprising.html
    • (2001) Lecture Notes in Computer Science , vol.1973
    • Aggarwal, C.C.1    Hinneburg, A.2    Keim, D.A.3
  • 26
    • 7544223741 scopus 로고    scopus 로고
    • A survey of outlier detection methodologies
    • V. Hodge and J. Austin, "A survey of outlier detection methodologies," Artif. Intell. Rev., vol. 22, no. 2, pp. 85-126, 2004.
    • (2004) Artif. Intell. Rev , vol.22 , Issue.2 , pp. 85-126
    • Hodge, V.1    Austin, J.2
  • 29
    • 33645531824 scopus 로고    scopus 로고
    • Modeling of multivariate time series using hidden markov models,
    • Ph.D. dissertation, Department of Computer Science, University of California, Irvine, March
    • S. Kirshner, "Modeling of multivariate time series using hidden markov models," Ph.D. dissertation, Department of Computer Science, University of California, Irvine, March 2005.
    • (2005)
    • Kirshner, S.1
  • 31
    • 3543125360 scopus 로고    scopus 로고
    • Online unsupervised outlier detection using finite mixtures with discounting learning algorithms
    • K. Yamanishi, J.-I. Takeuchi, G. J. Williams, and P. Milne, "Online unsupervised outlier detection using finite mixtures with discounting learning algorithms," Knowledge Discovery and Data Mining, vol. 8, no. 3, pp. 275-300, 2004.
    • (2004) Knowledge Discovery and Data Mining , vol.8 , Issue.3 , pp. 275-300
    • Yamanishi, K.1    Takeuchi, J.-I.2    Williams, G.J.3    Milne, P.4
  • 33
    • 33745561205 scopus 로고    scopus 로고
    • An introduction to variable and feature selection
    • I. Guyon and A. Elisseeff, "An introduction to variable and feature selection," Journal of Machine Learning Research, vol. 3, pp. 1157-1182, 2003.
    • (2003) Journal of Machine Learning Research , vol.3 , pp. 1157-1182
    • Guyon, I.1    Elisseeff, A.2
  • 36
    • 34247641064 scopus 로고    scopus 로고
    • available online at
    • "KDD Cup '99 Dataset," available online at http://kdd.ics.uci. edu/ databases/kddcup99/kddcu99.html.
    • KDD Cup '99 Dataset
  • 37
    • 51849086365 scopus 로고    scopus 로고
    • available online at URL
    • "Fragroute," available online at URL http://www.monkey.org/ ~dugsong/fragroute/.
    • Fragroute1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.