Automatic Payload Signature Generation System 


Vol. 38,  No. 8, pp. 615-622, Aug.  2013


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  Abstract

Fast and accurate signature extraction is essential to improve the performance of the payload signature-based traffic analysis methods. However the slow manual process in extracting signatures make difficult to deal with the rapidly changing application in current Internet environment. Therefore, in this paper we propose a system automatically generating signatures from ground-truth traffic data. In addition, we improve the efficiency of signature extraction by recognizing the application protocol using a protocol filters and generating signatures automatically according to the application-specific protocol contents. In order to verify the validity of the system proposed in this paper, we compared the signatures automatically generated from our system with the signatures manually created for a few popular applications.

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  Cite this article

[IEEE Style]

C. Park, J. Park, M. Kim, "Automatic Payload Signature Generation System," The Journal of Korean Institute of Communications and Information Sciences, vol. 38, no. 8, pp. 615-622, 2013. DOI: .

[ACM Style]

Cheol-Shin Park, Jun-Sang Park, and Myung-Sup Kim. 2013. Automatic Payload Signature Generation System. The Journal of Korean Institute of Communications and Information Sciences, 38, 8, (2013), 615-622. DOI: .

[KICS Style]

Cheol-Shin Park, Jun-Sang Park, Myung-Sup Kim, "Automatic Payload Signature Generation System," The Journal of Korean Institute of Communications and Information Sciences, vol. 38, no. 8, pp. 615-622, 8. 2013.

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pISSN : 1226 - 4717
eISSN : 2287 - 3880