Adaptive extraction method of network application signatures
An adaptive application signature extraction method (AdapSig) was proposed.AdapSig firstly extracted keyword sequences from payloads of packets,and then negative examples and redundancy filter were used to generate candidate signatures.An adaptive mechanism based on self-identification rate was appl...
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| Main Authors: | , |
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| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2013-04-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2013.04.015/ |
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| Summary: | An adaptive application signature extraction method (AdapSig) was proposed.AdapSig firstly extracted keyword sequences from payloads of packets,and then negative examples and redundancy filter were used to generate candidate signatures.An adaptive mechanism based on self-identification rate was applied to select the final si ture.Experimental results show that application signatures extracted by AdapSig have high accuracy for various protocols. |
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| ISSN: | 1000-436X |