Text steganalysis using AdaBoost
The statistical models and features of natural texts was analyzed,and it was pointed out that embedding mes-sages in texts will change the features of them.According to the changes,a blind detecting method was designed using AdaBoost.Five basic parameters of texts was extracted as distinguished feat...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2007-01-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/74657820/ |
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| _version_ | 1841537452270944256 |
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| author | SUI Xin-guang SHEN Lei YAN Ji-kun ZHU Zhong-liang |
| author_facet | SUI Xin-guang SHEN Lei YAN Ji-kun ZHU Zhong-liang |
| author_sort | SUI Xin-guang |
| collection | DOAJ |
| description | The statistical models and features of natural texts was analyzed,and it was pointed out that embedding mes-sages in texts will change the features of them.According to the changes,a blind detecting method was designed using AdaBoost.Five basic parameters of texts was extracted as distinguished feature vectors to discriminate natural texts and stego-texts effectively using AdaBoost.Experimental results show the high accuracy and reliability of the method. |
| format | Article |
| id | doaj-art-5f7943c6daa34c558017896ee10a1dfa |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2007-01-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-5f7943c6daa34c558017896ee10a1dfa2025-01-14T08:35:16ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2007-01-0113614074657820Text steganalysis using AdaBoostSUI Xin-guangSHEN LeiYAN Ji-kunZHU Zhong-liangThe statistical models and features of natural texts was analyzed,and it was pointed out that embedding mes-sages in texts will change the features of them.According to the changes,a blind detecting method was designed using AdaBoost.Five basic parameters of texts was extracted as distinguished feature vectors to discriminate natural texts and stego-texts effectively using AdaBoost.Experimental results show the high accuracy and reliability of the method.http://www.joconline.com.cn/zh/article/74657820/steganalysistextstatistical featuresAdaBoost |
| spellingShingle | SUI Xin-guang SHEN Lei YAN Ji-kun ZHU Zhong-liang Text steganalysis using AdaBoost Tongxin xuebao steganalysis text statistical features AdaBoost |
| title | Text steganalysis using AdaBoost |
| title_full | Text steganalysis using AdaBoost |
| title_fullStr | Text steganalysis using AdaBoost |
| title_full_unstemmed | Text steganalysis using AdaBoost |
| title_short | Text steganalysis using AdaBoost |
| title_sort | text steganalysis using adaboost |
| topic | steganalysis text statistical features AdaBoost |
| url | http://www.joconline.com.cn/zh/article/74657820/ |
| work_keys_str_mv | AT suixinguang textsteganalysisusingadaboost AT shenlei textsteganalysisusingadaboost AT yanjikun textsteganalysisusingadaboost AT zhuzhongliang textsteganalysisusingadaboost |