A novel approach towards tamper detection of digital holy Quran generation
Quran phrases are found in many Arabic websites. Lamentably, many mistakes and typos appear on most of the websites embedded with Quran texts. Therefore, it becomes very difficult to recognize the legal document of the religious book, whether the online document is tampered or not. Hence, verifying...
| Main Authors: | , , , , , |
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| Format: | Conference or Workshop Item |
| Language: | English English |
| Published: |
Springer
2020
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| Online Access: | http://umpir.ump.edu.my/id/eprint/29300/1/A%20Novel%20Approach%20Towards%20Tamper%20Detection%20of%20Digital%20Holy%20Quran%20Generation.pdf http://umpir.ump.edu.my/id/eprint/29300/2/A%20Novel%20Approach%20Towards%20Tamper%20Detection%20of%20Digital%20Holy%20Quran%20Generation.pdf |
| _version_ | 1825813497555976192 |
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| author | Islam, Md. Milon Kabir, M. Nomani Sadi, Muhammad Sheikh Morsalin, Md. Istiak Haque, Ahsanul Wang, Jing |
| author_facet | Islam, Md. Milon Kabir, M. Nomani Sadi, Muhammad Sheikh Morsalin, Md. Istiak Haque, Ahsanul Wang, Jing |
| author_sort | Islam, Md. Milon |
| collection | UMP |
| description | Quran phrases are found in many Arabic websites. Lamentably, many mistakes and typos appear on most of the websites embedded with Quran texts. Therefore, it becomes very difficult to recognize the legal document of the religious book, whether the online document is tampered or not. Hence, verifying the Quran expression has become a crucial issue for most of the online users who read the digital copy. We propose a novel approach for the tamper detection of a digital document of the Holy Quran. We have implemented a desktop application, having modified UI that utilizes Jaro-Winkler distance and Difflib function as String Edit distance algorithm to highlight the words in the Holy Quran for the verification purpose. A reliable and trustworthy Quran database was taken for testing. The results obtained from the application show higher performance. The system achieved the detection accuracy of 95.9% and 95% by Jaro-Winkler and Difflib, respectively along with the precision of 93.29% and 96% in the case of diacritics. Additionally, F-score is 93.22% and 96.41% obtained by Jaro-Winkler and Difflib, respectively in the case of no diacritics. |
| first_indexed | 2024-03-06T12:44:54Z |
| format | Conference or Workshop Item |
| id | UMPir29300 |
| institution | Universiti Malaysia Pahang |
| language | English English |
| last_indexed | 2024-03-06T12:44:54Z |
| publishDate | 2020 |
| publisher | Springer |
| record_format | dspace |
| spelling | UMPir293002020-09-24T01:19:34Z http://umpir.ump.edu.my/id/eprint/29300/ A novel approach towards tamper detection of digital holy Quran generation Islam, Md. Milon Kabir, M. Nomani Sadi, Muhammad Sheikh Morsalin, Md. Istiak Haque, Ahsanul Wang, Jing QA75 Electronic computers. Computer science Quran phrases are found in many Arabic websites. Lamentably, many mistakes and typos appear on most of the websites embedded with Quran texts. Therefore, it becomes very difficult to recognize the legal document of the religious book, whether the online document is tampered or not. Hence, verifying the Quran expression has become a crucial issue for most of the online users who read the digital copy. We propose a novel approach for the tamper detection of a digital document of the Holy Quran. We have implemented a desktop application, having modified UI that utilizes Jaro-Winkler distance and Difflib function as String Edit distance algorithm to highlight the words in the Holy Quran for the verification purpose. A reliable and trustworthy Quran database was taken for testing. The results obtained from the application show higher performance. The system achieved the detection accuracy of 95.9% and 95% by Jaro-Winkler and Difflib, respectively along with the precision of 93.29% and 96% in the case of diacritics. Additionally, F-score is 93.22% and 96.41% obtained by Jaro-Winkler and Difflib, respectively in the case of no diacritics. Springer 2020 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/29300/1/A%20Novel%20Approach%20Towards%20Tamper%20Detection%20of%20Digital%20Holy%20Quran%20Generation.pdf pdf en http://umpir.ump.edu.my/id/eprint/29300/2/A%20Novel%20Approach%20Towards%20Tamper%20Detection%20of%20Digital%20Holy%20Quran%20Generation.pdf Islam, Md. Milon and Kabir, M. Nomani and Sadi, Muhammad Sheikh and Morsalin, Md. Istiak and Haque, Ahsanul and Wang, Jing (2020) A novel approach towards tamper detection of digital holy Quran generation. In: 5th International Conference On Electrical, Control And Computer Engineering (INECCE2019) , 29-30 July 2019 , Kuantan, Pahang, Malaysia. pp. 297-308., 632. ISSN 1876-1100 (Published) https://doi.org/10.1007/978-981-15-2317-5_25 doi:10.1007/978-981-15-2317-5_25 |
| spellingShingle | QA75 Electronic computers. Computer science Islam, Md. Milon Kabir, M. Nomani Sadi, Muhammad Sheikh Morsalin, Md. Istiak Haque, Ahsanul Wang, Jing A novel approach towards tamper detection of digital holy Quran generation |
| title | A novel approach towards tamper detection of digital holy Quran generation |
| title_full | A novel approach towards tamper detection of digital holy Quran generation |
| title_fullStr | A novel approach towards tamper detection of digital holy Quran generation |
| title_full_unstemmed | A novel approach towards tamper detection of digital holy Quran generation |
| title_short | A novel approach towards tamper detection of digital holy Quran generation |
| title_sort | novel approach towards tamper detection of digital holy quran generation |
| topic | QA75 Electronic computers. Computer science |
| url | http://umpir.ump.edu.my/id/eprint/29300/1/A%20Novel%20Approach%20Towards%20Tamper%20Detection%20of%20Digital%20Holy%20Quran%20Generation.pdf http://umpir.ump.edu.my/id/eprint/29300/2/A%20Novel%20Approach%20Towards%20Tamper%20Detection%20of%20Digital%20Holy%20Quran%20Generation.pdf |
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