教師資料查詢 | 類別: 期刊論文 | 教師: 張世豪 SHIH-HAO CHANG (瀏覽個人網頁)

標題:A feasibility study of stateful automaton packet inspection for streaming application detection systems
學年105
學期1
出版(發表)日期2017/01/25
作品名稱A feasibility study of stateful automaton packet inspection for streaming application detection systems
作品名稱(其他語言)
著者Kuo-Kun Tseng; Jiao Lo; Yiming Liu; Shih-Hao Chang; Madjid Merabti; Felix, C. K. Ng; Chun-Ho Wu
單位
出版者
著錄名稱、卷期、頁數Enterprise Information Systems 11(9), p.1317-1336
摘要The rapid development of the internet has brought huge benefits and social impacts; however, internet security has also become a great problem for users, since traditional approaches to packet classification cannot achieve satisfactory detection performance due to their low accuracy and efficiency. In this paper, a new stateful packet inspection method is introduced, which can be embedded in the network gateway and used by a streaming application detection system. This new detection method leverages the inexact automaton approach, using part of the header field and part of the application layer data of a packet. Based on this approach, an advanced detection system is proposed for streaming applications. The workflow of the system involves two stages: the training stage and the detection stage. In the training stage, the system initially captures characteristic patterns from a set of application packet flows. After this training is completed, the detection stage allows the user to detect the target application by capturing new application flows. This new detection approach is also evaluated using experimental analysis; the results of this analysis show that this new approach not only simplifies the management of the state detection system, but also improves the accuracy of data flow detection, making it feasible for real-world network applications.
關鍵字Firewall;packet classification;stateful automaton;Aho–Corasick
語言英文(美國)
ISSN
期刊性質國外
收錄於SCI;
產學合作
通訊作者Kuo-Kun Tseng
審稿制度
國別美國
公開徵稿
出版型式,電子版
相關連結
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