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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| Format: | Article |
| Language: | zho |
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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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| _version_ | 1841539846377570304 |
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| author | Bian-qin WANG Shun-zheng YU |
| author_facet | Bian-qin WANG Shun-zheng YU |
| author_sort | Bian-qin WANG |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-e57b78842c5c4f02897ea769842bd6d6 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2013-04-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-e57b78842c5c4f02897ea769842bd6d62025-01-14T06:35:06ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2013-04-013412713759671618Adaptive extraction method of network application signaturesBian-qin WANGShun-zheng YUAn 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.http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2013.04.015/application signaturekeyword mingingadaptive signature extractionapplication identification |
| spellingShingle | Bian-qin WANG Shun-zheng YU Adaptive extraction method of network application signatures Tongxin xuebao application signature keyword minging adaptive signature extraction application identification |
| title | Adaptive extraction method of network application signatures |
| title_full | Adaptive extraction method of network application signatures |
| title_fullStr | Adaptive extraction method of network application signatures |
| title_full_unstemmed | Adaptive extraction method of network application signatures |
| title_short | Adaptive extraction method of network application signatures |
| title_sort | adaptive extraction method of network application signatures |
| topic | application signature keyword minging adaptive signature extraction application identification |
| url | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2013.04.015/ |
| work_keys_str_mv | AT bianqinwang adaptiveextractionmethodofnetworkapplicationsignatures AT shunzhengyu adaptiveextractionmethodofnetworkapplicationsignatures |