教師資料查詢 | 類別: 期刊論文 | 教師: 張忠義 CHANG, CHUNG-I (瀏覽個人網頁)

標題:A Modified Two-phase Knowledge Acquisition Algorithm to Construct Worm Knowledge Base
學年99
學期2
出版(發表)日期2011/04/01
作品名稱A Modified Two-phase Knowledge Acquisition Algorithm to Construct Worm Knowledge Base
作品名稱(其他語言)
著者Lin, Shun-Chieh; Tung, Chun-Ho; Chiang, Ding-An; Chang, Chung-I
單位淡江大學資訊工程學系
出版者Gyeongju-si: Advanced Institute of Convergence I T
著錄名稱、卷期、頁數Advances in Information Sciences and Service Sciences 3(3), pp.136-146
摘要With the rapid development of Internet, the worm can spread and infect other computers quickly. Lots of variants are evolved too fast to hardly detect them before crafting the specific signatures in most anti-virus software and hardware. Since most of worm technological documents are nonstructured, the discovery of knowledge by data mining is becoming not easy. In this paper, we modify two-phase knowledge acquisition via adding Hierarchical Grids Relation Adjustment algorithm to adjust hierarchical worm knowledge hierarchy. We propose sibling, parent-child, and ancestordescendent relations to guide experts to easily extract the conflict relations in each level of grid. Through the updated grid hierarchy, more exact and efficient worm distinguish rules can be obtained for understanding the worm hierarchy. Also, a worm immune system is implemented here to help users diagnose their vulnerable systems and teach users how to defend threat of worms. Moreover, the system can learn the signatures of variant worms by interacting with experts to easily incremental learn the knowledge of variant worms.
關鍵字Computer Worm; Knowledge Acquisition; Knowledge Base; Security
語言英文
ISSN1976-3700; 2233-9345
期刊性質國外
收錄於EI
產學合作
通訊作者Lin, Shun-Chieh; Tung, Chun-Ho; Chiang, Ding-An; Chang, Chung-I
審稿制度
國別韓國
公開徵稿
出版型式紙本
相關連結
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