메뉴 건너뛰기




Volumn , Issue , 2013, Pages 2022-2030

Combining supervised and unsupervised learning for zero-day malware detection

Author keywords

[No Author keywords available]

Indexed keywords

DETECTION ALGORITHM; FEATURE TRANSFORMATIONS; MALWARE DETECTION; PAYLOAD ENCRYPTION; REAL NETWORK DATUM; SECURITY THREATS; SUPERVISED AND UNSUPERVISED LEARNING; SUPERVISED CLASSIFICATION;

EID: 84883108795     PISSN: 0743166X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/INFCOM.2013.6567003     Document Type: Conference Paper
Times cited : (112)

References (13)
  • 6
    • 84883080793 scopus 로고    scopus 로고
    • Are metamorphic viruses really invincible
    • A. Lakhotia, A. Kapoor, and E. Kumar, "Are metamorphic viruses really invincible," Virus Bulletin, vol. 12, p. 57, 2004.
    • (2004) Virus Bulletin , vol.12 , pp. 57
    • Lakhotia, A.1    Kapoor, A.2    Kumar, E.3
  • 9
    • 85075837457 scopus 로고    scopus 로고
    • Botminer: Clustering analysis of network traffic for protocol and structure independent botnet detection
    • G. Gu, R. Perdisci, J. Zhang, and W. Lee, "Botminer: Clustering analysis of network traffic for protocol and structure independent botnet detection," in USENIX Security Symposium, 2008, pp. 139-154.
    • (2008) USENIX Security Symposium , pp. 139-154
    • Gu, G.1    Perdisci, R.2    Zhang, J.3    Lee, W.4
  • 11
    • 84943383590 scopus 로고    scopus 로고
    • Identifying important features for intrusion detection using support vector machines and neural networks
    • A. H. Sung and S. Mukkamala, "Identifying important features for intrusion detection using support vector machines and neural networks," in Symposium on Applications and the Internet (SAINT), 2003.
    • (2003) Symposium on Applications and the Internet (SAINT)
    • Sung, A.H.1    Mukkamala, S.2
  • 12
    • 62949089985 scopus 로고    scopus 로고
    • A new maximal margin spherical structured multi class support vector machine
    • P.-Y. Hao, J.-H. Chiang, and Y.-H. Lin, "A new maximal margin spherical structured multi class support vector machine," Applied Intelligence, vol. 30, pp. 98-111, 2009.
    • (2009) Applied Intelligence , vol.30 , pp. 98-111
    • Hao, P.-Y.1    Chiang, J.-H.2    Lin, Y.-H.3
  • 13
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • L. Breiman, "Random forests," Machine Learning, vol. 45, no. 1, pp. 5-32, 2001.
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.