教師資料查詢 | 類別: 期刊論文 | 教師: 溫丹瑋DAN-WEI WEN (瀏覽個人網頁)

標題:Retrieving Potential Cybersecurity Information from Hacker Forums
學年110
學期1
出版(發表)日期2021/11/01
作品名稱Retrieving Potential Cybersecurity Information from Hacker Forums
作品名稱(其他語言)
著者CM Chen; DW Wen; YH Ou; WC Chao; ZX Cai
單位
出版者
著錄名稱、卷期、頁數International Journal of Network Security 23(6), pp.1126-1138
摘要To adapt to the rapidly evolving cyberattacks, cyber threat knowledge is essential for organizations to gain visibility into the fast-evolving threat landscape and timely identify early signs of an attack and the adversary’s strategies, tactics, and techniques. In addition, to gaining insight into potential cyber threats, hacker forums are a valuable source. However, the complexity and diversity of the content in hacker forums make it challenging to retrieve useful cybersecurity information. This research proposes an improved data preprocessing method to reduce feature dimension and a hybrid method combining text tagging and clustering analysis techniques to discover cybersecurity information from unstructured hacker forums. The experimental results illustrate that the proposed solution could extract cybersecurity information efficiently.
關鍵字Cyber Threat Intelligence;Hacker Forum;Latent Dirichlet allocation;Natural Language Processing
語言英文(美國)
ISSN1816-3548
期刊性質國內
收錄於
產學合作
通訊作者
審稿制度
國別中華民國
公開徵稿
出版型式,電子版,紙本
相關連結
SDGs
  • 產業創新與基礎設施
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