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Volumn 5456 LNCS, Issue , 2009, Pages 74-91

Malicious code detection using active learning

Author keywords

[No Author keywords available]

Indexed keywords

ACQUISITION PROCESS; ACTIVE LEARNING; CLASSIFICATION ALGORITHM; EVALUATION MEASURES; FAST ACQUISITION; FILE CONTENTS; IN-NETWORK; LEARNING FRAMEWORKS; MALICIOUS CODE DETECTION; MALICIOUS CODES; PRECISION AND RECALL; RIGOROUS EVALUATION; TEST COLLECTION; TEXT CATEGORIZATION;

EID: 67650251631     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-01718-6_6     Document Type: Conference Paper
Times cited : (30)

References (18)
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    • Abou-Assaleh, T., Cercone, N., Keselj, V., Sweidan, R.: N-gram Based Detection of New Malicious Code. In: Proceedings of the 28th Annual International Computer Software and Applications Conference, COMPSAC 2004 (2004)
  • 7
    • 33845768389 scopus 로고    scopus 로고
    • Learning to Detect and Classify Malicious Executables in the Wild
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    • Kolter, J.1    Maloof, M.2
  • 8
    • 34748865971 scopus 로고    scopus 로고
    • A Feature Selection and Evaluation Scheme for Computer Virus Detection
    • Henchiri, O., Japkowicz, N.: A Feature Selection and Evaluation Scheme for Computer Virus Detection. In: Proceedings of ICDM 2006, pp. 891-895 (2006)
    • (2006) Proceedings of ICDM 2006 , pp. 891-895
    • Henchiri, O.1    Japkowicz, N.2
  • 10
    • 0000710299 scopus 로고
    • Queries and concept learning
    • Angluin, D.: Queries and concept learning. Machine Learning 2, 319-342 (1988)
    • (1988) Machine Learning , vol.2 , pp. 319-342
    • Angluin, D.1
  • 12
    • 0042868698 scopus 로고    scopus 로고
    • Support vector machine active learning with applications to text classification
    • Tong, S., Koller, D.: Support vector machine active learning with applications to text classification. Journal of Machine Learning Research 2, 45-66 (2000-2001)
    • (2000) Journal of Machine Learning Research , vol.2 , pp. 45-66
    • Tong, S.1    Koller, D.2
  • 13
    • 67650258944 scopus 로고    scopus 로고
    • Roy, N., McCallum, A.: Toward Optimal Active Learning through Sampling Estimation of Error Reduction. In: ICML (2001)
    • Roy, N., McCallum, A.: Toward Optimal Active Learning through Sampling Estimation of Error Reduction. In: ICML (2001)
  • 16
    • 0002714543 scopus 로고    scopus 로고
    • Making large-scale support vector machine learning practical
    • Scholkopf, B, Burges, C, Smola, A.J, eds, MIT Press, Cambridge
    • Joachims, T.: Making large-scale support vector machine learning practical. In: Scholkopf, B., Burges, C., Smola, A.J. (eds.) Advances in Kernel Methods: Support Vector Machines. MIT Press, Cambridge (1998)
    • (1998) Advances in Kernel Methods: Support Vector Machines
    • Joachims, T.1
  • 18
    • 27144489164 scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • Burges, C.J.C.: A tutorial on support vector machines for pattern recognition. Data Mining and Knowledge Discovery 2, 121-167 (1988)
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    • Burges, C.J.C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.