Android: S-Based Technique in Mobile Malware Detection
Mobile malware is a serious threat in mobile security. Malware detector is the primary tool and first defense to protect mobile device against mobile malware. The impact of malware is negative. It causes files to be corrupted and secret information being compromised. Nowadays malware writers try to...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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American Scientific Publisher
2018
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/19608/1/26.%20Android_%20S-Based%20Technique%20in%20Mobile%20Malware%20Detection1.pdf |
| _version_ | 1825811825514512384 |
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| author | Rahiwan Nazar, Romli Mohamad Fadli, Zolkipli Ali, Al Fahim Mubarak Muhammed Ramiza, Ramli |
| author_facet | Rahiwan Nazar, Romli Mohamad Fadli, Zolkipli Ali, Al Fahim Mubarak Muhammed Ramiza, Ramli |
| author_sort | Rahiwan Nazar, Romli |
| collection | UMP |
| description | Mobile malware is a serious threat in mobile security. Malware detector is the primary tool and first defense to protect mobile device against mobile malware. The impact of malware is negative. It causes files to be corrupted and secret information being compromised. Nowadays malware writers try to avoid detection from malware detectors using several techniques such as polymorphism and metamorphism. In order to overcome malware, concern in mobile, we propose a new framework for malware detection which is signature based technique using pattern matching. This framework uses signature number and Secure Hash Algorithm (SHA) as signature in the detection process. Both features will be examined by sequence in order to detect leakage of information. As a result, a file that considered as suspicious or malware will be sent to cloud for analyzing and classification. |
| first_indexed | 2024-03-06T12:20:04Z |
| format | Article |
| id | UMPir19608 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T12:20:04Z |
| publishDate | 2018 |
| publisher | American Scientific Publisher |
| record_format | dspace |
| spelling | UMPir196082018-11-12T08:21:22Z http://umpir.ump.edu.my/id/eprint/19608/ Android: S-Based Technique in Mobile Malware Detection Rahiwan Nazar, Romli Mohamad Fadli, Zolkipli Ali, Al Fahim Mubarak Muhammed Ramiza, Ramli QA76 Computer software Mobile malware is a serious threat in mobile security. Malware detector is the primary tool and first defense to protect mobile device against mobile malware. The impact of malware is negative. It causes files to be corrupted and secret information being compromised. Nowadays malware writers try to avoid detection from malware detectors using several techniques such as polymorphism and metamorphism. In order to overcome malware, concern in mobile, we propose a new framework for malware detection which is signature based technique using pattern matching. This framework uses signature number and Secure Hash Algorithm (SHA) as signature in the detection process. Both features will be examined by sequence in order to detect leakage of information. As a result, a file that considered as suspicious or malware will be sent to cloud for analyzing and classification. American Scientific Publisher 2018-11 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/19608/1/26.%20Android_%20S-Based%20Technique%20in%20Mobile%20Malware%20Detection1.pdf Rahiwan Nazar, Romli and Mohamad Fadli, Zolkipli and Ali, Al Fahim Mubarak and Muhammed Ramiza, Ramli (2018) Android: S-Based Technique in Mobile Malware Detection. Advanced Science Letters, 24 (10). pp. 7442-7445. ISSN 1936-6612. (Published) https://doi.org/10.1166/asl.2018.12955 DOI: 10.1166/asl.2018.12955 |
| spellingShingle | QA76 Computer software Rahiwan Nazar, Romli Mohamad Fadli, Zolkipli Ali, Al Fahim Mubarak Muhammed Ramiza, Ramli Android: S-Based Technique in Mobile Malware Detection |
| title | Android: S-Based Technique in Mobile Malware Detection |
| title_full | Android: S-Based Technique in Mobile Malware Detection |
| title_fullStr | Android: S-Based Technique in Mobile Malware Detection |
| title_full_unstemmed | Android: S-Based Technique in Mobile Malware Detection |
| title_short | Android: S-Based Technique in Mobile Malware Detection |
| title_sort | android s based technique in mobile malware detection |
| topic | QA76 Computer software |
| url | http://umpir.ump.edu.my/id/eprint/19608/1/26.%20Android_%20S-Based%20Technique%20in%20Mobile%20Malware%20Detection1.pdf |
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