Anti-obfuscation Android application similarity detection method based on API call
The traditional Android application similarity detection methods have the problem of complex feature extraction and low detecting efficiency.Regarding the issue above,an anti-obfuscation Android application similarity detection method based on API call was proposed.Firstly,it extracts referenced API...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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POSTS&TELECOM PRESS Co., LTD
2018-01-01
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| Series: | 网络与信息安全学报 |
| Subjects: | |
| Online Access: | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2018001 |
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| _version_ | 1841530151152648192 |
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| author | Jieming GU Bowen SUN Peng WU Qi LI Yanhui GUO |
| author_facet | Jieming GU Bowen SUN Peng WU Qi LI Yanhui GUO |
| author_sort | Jieming GU |
| collection | DOAJ |
| description | The traditional Android application similarity detection methods have the problem of complex feature extraction and low detecting efficiency.Regarding the issue above,an anti-obfuscation Android application similarity detection method based on API call was proposed.Firstly,it extracts referenced API sequence from the dex file.Counting the number of referenced API after decompiling the application to build feature vector.Finally,calculate the application similarity through feature vector.The experimental results show that the method has high accuracy. |
| format | Article |
| id | doaj-art-94f011265265472998dca5b33ef0caa3 |
| institution | Kabale University |
| issn | 2096-109X |
| language | English |
| publishDate | 2018-01-01 |
| publisher | POSTS&TELECOM PRESS Co., LTD |
| record_format | Article |
| series | 网络与信息安全学报 |
| spelling | doaj-art-94f011265265472998dca5b33ef0caa32025-01-15T03:12:32ZengPOSTS&TELECOM PRESS Co., LTD网络与信息安全学报2096-109X2018-01-014636859552633Anti-obfuscation Android application similarity detection method based on API callJieming GUBowen SUNPeng WUQi LIYanhui GUOThe traditional Android application similarity detection methods have the problem of complex feature extraction and low detecting efficiency.Regarding the issue above,an anti-obfuscation Android application similarity detection method based on API call was proposed.Firstly,it extracts referenced API sequence from the dex file.Counting the number of referenced API after decompiling the application to build feature vector.Finally,calculate the application similarity through feature vector.The experimental results show that the method has high accuracy.http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2018001application similarityAndroidreverse engineeringanti-obfuscation |
| spellingShingle | Jieming GU Bowen SUN Peng WU Qi LI Yanhui GUO Anti-obfuscation Android application similarity detection method based on API call 网络与信息安全学报 application similarity Android reverse engineering anti-obfuscation |
| title | Anti-obfuscation Android application similarity detection method based on API call |
| title_full | Anti-obfuscation Android application similarity detection method based on API call |
| title_fullStr | Anti-obfuscation Android application similarity detection method based on API call |
| title_full_unstemmed | Anti-obfuscation Android application similarity detection method based on API call |
| title_short | Anti-obfuscation Android application similarity detection method based on API call |
| title_sort | anti obfuscation android application similarity detection method based on api call |
| topic | application similarity Android reverse engineering anti-obfuscation |
| url | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2018001 |
| work_keys_str_mv | AT jieminggu antiobfuscationandroidapplicationsimilaritydetectionmethodbasedonapicall AT bowensun antiobfuscationandroidapplicationsimilaritydetectionmethodbasedonapicall AT pengwu antiobfuscationandroidapplicationsimilaritydetectionmethodbasedonapicall AT qili antiobfuscationandroidapplicationsimilaritydetectionmethodbasedonapicall AT yanhuiguo antiobfuscationandroidapplicationsimilaritydetectionmethodbasedonapicall |