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 2016-09-22
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; C. H. Wu
單位
出版者
著錄名稱、卷期、頁數 Journal 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 en_US
ISSN
期刊性質 國外
收錄於 SCI EI
產學合作
通訊作者 Kuo-Kun Tseng
審稿制度 是
國別 USA
公開徵稿
出版型式 ,電子版,紙本
相關連結

機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/111899 )