journal6 ›› 2013, Vol. 34 ›› Issue (1): 66-71.DOI: 10.3969/j.issn.1007-2985.2013.01.016

• Information and communication • Previous Articles     Next Articles

Construction  of a Categorization Framework for CVE Based on SVM


  1.  (College of Information Science and Engineering,Jishou University,Jishou 416000,Hunan China)
  • Online:2013-01-25 Published:2013-01-22

Abstract: The CVE dictionary can not design effective defense strategies for clustered system’s vulnerabilities because of it’s lack of categorization and generalization capabilities.To address such shortcomings,this paper propose a CVE categorization framework called CVE Classifier,which can categorize CVEs according to various taxonomic features.CVE classifier automatically extract the training data from the associated vulnerability databases (including:BID,X-Force and Secunia) and builds learning models for taxonomic features based on it by using SVM.

Key words: Support Vector Machine(SVM), Common Vulnerabilities and Exposures(CVE), taxonomic feature

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