메뉴 건너뛰기




Volumn 23, Issue 5, 2004, Pages 428-440

Keystroke dynamics identity verification - Its problems and practical solutions

Author keywords

Autoassociative MLP; Ensemble based on feature selection; Feature subset selection; Keystroke dynamics identify verification; Novelty detection; Support vector machine

Indexed keywords

CODES (SYMBOLS); COMPUTER CRIME; COMPUTER OPERATING SYSTEMS; CRYPTOGRAPHY; ERROR DETECTION; PERSONNEL TRAINING; VECTORS;

EID: 3042852406     PISSN: 01674048     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cose.2004.02.004     Document Type: Article
Times cited : (112)

References (21)
  • 1
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Breiman L. Bagging predictors. Machine. 24:(2):1996;123-140.
    • (1996) Machine , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 2
    • 0039921279 scopus 로고
    • User identification via keystroke characteristics of typed names using neural networks
    • Brown M., Rogers S.J. User identification via keystroke characteristics of typed names using neural networks. Int J Man Machine Stud. 39:1993;999-1014.
    • (1993) Int J Man Machine Stud , vol.39 , pp. 999-1014
    • Brown, M.1    Rogers, S.J.2
  • 3
    • 84958743179 scopus 로고    scopus 로고
    • Applications of support vector machines for pattern recognition: A survey
    • Byun H., Lee S. Applications of support vector machines for pattern recognition: a survey. LNCS. 2388:2002;213-236.
    • (2002) LNCS , vol.2388 , pp. 213-236
    • Byun, H.1    Lee, S.2
  • 4
    • 0005327658 scopus 로고    scopus 로고
    • Web-based keystroke dynamics identity verification using neural network
    • Cho S., Han C., Han D., Kim H. Web-based keystroke dynamics identity verification using neural network. J Organ Comput Electron Commerce. 10:(4):2000;295-307.
    • (2000) J Organ Comput Electron Commerce , vol.10 , Issue.4 , pp. 295-307
    • Cho, S.1    Han, C.2    Han, D.3    Kim, H.4
  • 6
    • 0141868898 scopus 로고
    • Authentication by keystroke timing: Some preliminary results
    • Rand Corporation
    • Gaines R, Lisowski W, Press S, Shapiro N. Authentication by keystroke timing: some preliminary results. Rand Report R-256-NSF. Rand Corporation; 1980.
    • (1980) Rand Report , vol.R-256-NSF
    • Gaines, R.1    Lisowski, W.2    Press, S.3    Shapiro, N.4
  • 8
    • 0032139235 scopus 로고    scopus 로고
    • The random subspace method for constructing decision forests
    • Ho T.K. The random subspace method for constructing decision forests. IEEE Trans Pattern Anal Machine Intell. 20:(8):1998;832-844.
    • (1998) IEEE Trans Pattern Anal Machine Intell , vol.20 , Issue.8 , pp. 832-844
    • Ho, T.K.1
  • 9
    • 3042761808 scopus 로고    scopus 로고
    • http://www.biopassword.com.
  • 11
    • 0003037529 scopus 로고
    • Reducibility among combinatorial problems
    • R.E. Miller, & J.W. Thatcher. New York: Plenum Press
    • Karp R.M. Reducibility among combinatorial problems. Miller R.E., Thatcher J.W. Complexity of computer computations. 1972;Plenum Press, New York.
    • (1972) Complexity of Computer Computations
    • Karp, R.M.1
  • 13
    • 0031121887 scopus 로고    scopus 로고
    • Verification of computer users using keystroke dynamics
    • Obaidat M., Sadoun S. Verification of computer users using keystroke dynamics. IEEE Trans Syst Man Cybernet Part B. 27:(2):1997;261-269.
    • (1997) IEEE Trans Syst Man Cybernet Part B , vol.27 , Issue.2 , pp. 261-269
    • Obaidat, M.1    Sadoun, S.2
  • 16
    • 0025448521 scopus 로고
    • The strength of weak learnability
    • Shapire R.E. The strength of weak learnability. Machine Learning. 5:1990;197-227.
    • (1990) Machine Learning , vol.5 , pp. 197-227
    • Shapire, R.E.1
  • 17
    • 84958652877 scopus 로고    scopus 로고
    • The utility problem analysed: A case-based reasoning perspective
    • I. Smith, & B. Faltings. EWCBR'96 Advances in Case-Based Reasoning Springer-Verlag
    • Smyth B., Cunningham P. The utility problem analysed: a case-based reasoning perspective. Smith I., Faltings B. EWCBR'96 Advances in Case-Based Reasoning. Lecture Notes in Artificial Intelligence. 1996;392-399 Springer-Verlag.
    • (1996) Lecture Notes in Artificial Intelligence , pp. 392-399
    • Smyth, B.1    Cunningham, P.2
  • 20
    • 0032095527 scopus 로고    scopus 로고
    • Making use of population information in evolutionary artificial neural networks
    • Yao X., Liu Y. Making use of population information in evolutionary artificial neural networks. IEEE Trans Syst Man Cybernet Part B. 28:(3):1998;417-425.
    • (1998) IEEE Trans Syst Man Cybernet Part B , vol.28 , Issue.3 , pp. 417-425
    • Yao, X.1    Liu, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.