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Volumn 4426 LNAI, Issue , 2007, Pages 205-216

Feature based techniques for auto-detection of novel email worms

Author keywords

Classification technique; Data mining; Email worm; Feature selection; Principal component analysis

Indexed keywords

DATA MINING; DATA REDUCTION; DATA STRUCTURES; ELECTRONIC MAIL; FEATURE EXTRACTION; PRINCIPAL COMPONENT ANALYSIS;

EID: 38049178750     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-71701-0_22     Document Type: Conference Paper
Times cited : (11)

References (17)
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    • Quinlan, J. R. C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, 1993.
    • Quinlan, J. R. C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, 1993.
  • 5
    • 37649029105 scopus 로고    scopus 로고
    • Email networks and the spread of computer viruses
    • Newman, M. E. J., Forrest, S., and Balthrop, J. Email networks and the spread of computer viruses. Physical Review E 66, 035101 (2002).
    • (2002) Physical Review E , vol.66 , pp. 035101
    • Newman, M.E.J.1    Forrest, S.2    Balthrop, J.3
  • 6
    • 38049158378 scopus 로고    scopus 로고
    • Symantec Corporation. W32.Beagle.BG. Online, 2005. http://www.sarc.com/ avcenter/venc/data/w32.beagle.bg@mm.html.
    • Symantec Corporation. W32.Beagle.BG. Online, 2005. http://www.sarc.com/ avcenter/venc/data/w32.beagle.bg@mm.html.
  • 7
    • 38049117930 scopus 로고    scopus 로고
    • Schultz, M., Eskin, E., and Zadok, E. MEF: Malicious email filter, a UNIX mail filter that detects malicious windows executables. In USENIX Annual Technical Conference FREENIX Track (June 2001).
    • Schultz, M., Eskin, E., and Zadok, E. MEF: Malicious email filter, a UNIX mail filter that detects malicious windows executables. In USENIX Annual Technical Conference FREENIX Track (June 2001).
  • 8
    • 38049098742 scopus 로고    scopus 로고
    • Singh, S., Estan, C., Varghese, G., and Savage, S. The EarlyBird System for Real-time Detection of Unknown Worms. Technical report - cs2003-0761, UCSD, 2003.
    • Singh, S., Estan, C., Varghese, G., and Savage, S. The EarlyBird System for Real-time Detection of Unknown Worms. Technical report - cs2003-0761, UCSD, 2003.
  • 11
    • 38049175109 scopus 로고    scopus 로고
    • Honeypot. http://www.honeypots.net/.
    • Honeypot
  • 16
    • 0026966646 scopus 로고
    • A training algorithm for optimal margin classifiers
    • D. Haussler, editor, Pittsburgh, PA, ACM Press
    • Boser, B. E., Guyon, I. M. and Vapnik, V. N. A training algorithm for optimal margin classifiers. In D. Haussler, editor, 5th Annual ACM Workshop on COLT, pages 144-152, Pittsburgh, PA, 1992. ACM Press.
    • (1992) 5th Annual ACM Workshop on COLT , pp. 144-152
    • Boser, B.E.1    Guyon, I.M.2    Vapnik, V.N.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.