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Volumn 2, Issue , 2007, Pages 298-305

Combating good word attacks on statistical spam filters with multiple instance learning

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; CYBERNETICS; ELECTRONIC MAIL; FOOD PROCESSING; LAWS AND LEGISLATION; MATERIALS HANDLING; SPAMMING; STATISTICAL METHODS; WAVE FILTERS;

EID: 48649098207     PISSN: 10823409     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICTAI.2007.120     Document Type: Conference Paper
Times cited : (27)

References (21)
  • 1
    • 0002469253 scopus 로고    scopus 로고
    • On learning from multi-instance examples: Empirical evaluation of a theoretical approach
    • San Francisco, CA, Morgan Kaufmann
    • P. Auer. On learning from multi-instance examples: Empirical evaluation of a theoretical approach. In Proceedings of the 14th International Conference on Machine Learning, pages 21-29, San Francisco, CA, 1997. Morgan Kaufmann.
    • (1997) Proceedings of the 14th International Conference on Machine Learning , pp. 21-29
    • Auer, P.1
  • 2
    • 0031704194 scopus 로고    scopus 로고
    • A note on learning from multiple-instance examples
    • A. Blum and A. Kalai. A note on learning from multiple-instance examples. Machine Learning, 30(1):23-30, 1998.
    • (1998) Machine Learning , vol.30 , Issue.1 , pp. 23-30
    • Blum, A.1    Kalai, A.2
  • 3
    • 33751076845 scopus 로고    scopus 로고
    • Tightening the net: A review of current and next generation spam filtering tools
    • J. Carpinter and R. Hunt. Tightening the net: A review of current and next generation spam filtering tools. Computers and Security, 25(8):566-578, 2006.
    • (2006) Computers and Security , vol.25 , Issue.8 , pp. 566-578
    • Carpinter, J.1    Hunt, R.2
  • 5
  • 7
    • 46249089029 scopus 로고    scopus 로고
    • The global economic impact of spam
    • Technical report, Ferris Research
    • R. Jennings. The global economic impact of spam. Technical report, Ferris Research, 2005.
    • (2005)
    • Jennings, R.1
  • 9
    • 0031701616 scopus 로고    scopus 로고
    • PAC learning axis-aligned rectangles with respect to product distribution from multiple-instance examples
    • P. Long and L. Tan. PAC learning axis-aligned rectangles with respect to product distribution from multiple-instance examples. Machine Learning, 30(1):7-21, 1998.
    • (1998) Machine Learning , vol.30 , Issue.1 , pp. 7-21
    • Long, P.1    Tan, L.2
  • 21
    • 15544389390 scopus 로고    scopus 로고
    • Multi-instance learning based web mining
    • Z. H. Zhou, K. Jiang, and M. Li. Multi-instance learning based web mining. Applied Intelligence, 22(2):135-147, 2005.
    • (2005) Applied Intelligence , vol.22 , Issue.2 , pp. 135-147
    • Zhou, Z.H.1    Jiang, K.2    Li, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.