Ontology-based document profile for vulnerability relevancy analysis

Authors:
Ratsameetip Wita;Nattanatch Jiamnapanon;Yunyong Teng-Amnuay
Affiliations:
Information Engineering Lab, Center of Excellence in Software Engineering, Department of Computer Engineering, Chulalongkorn University, Bangkok, Thailand;Information Engineering Lab, Center of Excellence in Software Engineering, Department of Computer Engineering, Chulalongkorn University, Bangkok, Thailand;Information Engineering Lab, Center of Excellence in Software Engineering, Department of Computer Engineering, Chulalongkorn University, Bangkok, Thailand
Venue:
ACS'10 Proceedings of the 10th WSEAS international conference on Applied computer science
Year:
2010

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Abstract

System vulnerability is the common weak point for attacker to break into the system. Patching or reconfiguration is usually slow, and difficult or risky to system stability. Our research defines a framework for vulnerability prioritization based on relevancy calculated from online information. In this paper, the idea of subcontext and the Ontology-based Document Profile (ODP) are introduced. ODP is calculated based on how much the document describes each subcontext of the interested topic. The ODP represents a document in term of vector of subcontext. We also compare ODP to traditional document vector using vector support machine classification. The ODP will be used to represent individual document in the vulnerability relevancy framework.