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...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
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.infocomm-journal.com/cjnis/CN/10.11959/j.issn.2096-109x.2018001 |
| _version_ | 1811334432871677952 |
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| author | GU Jieming, SUN Bowen, LI Qi, GUO Yanhui WU Peng |
| author_facet | GU Jieming, SUN Bowen, LI Qi, GUO Yanhui WU Peng |
| author_sort | GU Jieming, SUN Bowen, LI Qi, GUO Yanhui |
| 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. |
| first_indexed | 2024-04-13T17:08:47Z |
| format | Article |
| id | doaj.art-4db31f3f7af54c7aa9550c06fc8e7053 |
| institution | Directory Open Access Journal |
| issn | 2096-109X |
| language | English |
| last_indexed | 2024-04-13T17:08:47Z |
| 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-4db31f3f7af54c7aa9550c06fc8e70532022-12-22T02:38:22ZengPOSTS&TELECOM PRESS Co., LTD网络与信息安全学报2096-109X2018-01-0141636810.11959/j.issn.2096-109x.2018001Anti-obfuscation Android application similarity detection method based on API callGU Jieming, SUN Bowen, LI Qi, GUO Yanhui0WU Peng1School of Cyberspace Security，Beijing University of Post and Telecommunications, Beijing 100876, China; Beijing Key Laboratory of integration with the world Internet, Beijing 100876, ChinaSchool of Computer Science, Sichuan University, Chengdu 610015, ChinaThe 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.infocomm-journal.com/cjnis/CN/10.11959/j.issn.2096-109x.2018001application similarityandroidreverse engineeringanti-obfuscation |
| spellingShingle | GU Jieming, SUN Bowen, LI Qi, GUO Yanhui WU Peng 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.infocomm-journal.com/cjnis/CN/10.11959/j.issn.2096-109x.2018001 |
| work_keys_str_mv | AT gujiemingsunbowenliqiguoyanhui antiobfuscationandroidapplicationsimilaritydetectionmethodbasedonapicall AT wupeng antiobfuscationandroidapplicationsimilaritydetectionmethodbasedonapicall |