A Review on Mobile SMS Spam Filtering Techniques
Under short messaging service (SMS) spam is understood the unsolicited or undesired messages received on mobile phones. These SMS spams constitute a veritable nuisance to the mobile subscribers. This marketing practice also worries service providers in view of the fact that it upsets their clients o...
| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English |
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IEEE
2017-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/7851079/ |
| _version_ | 1818618343926530048 |
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| author | Shafi'I Muhammad Abdulhamid Muhammad Shafie Abd Latiff Haruna Chiroma Oluwafemi Osho Gaddafi Abdul-Salaam Adamu I. Abubakar Tutut Herawan |
| author_facet | Shafi'I Muhammad Abdulhamid Muhammad Shafie Abd Latiff Haruna Chiroma Oluwafemi Osho Gaddafi Abdul-Salaam Adamu I. Abubakar Tutut Herawan |
| author_sort | Shafi'I Muhammad Abdulhamid |
| collection | DOAJ |
| description | Under short messaging service (SMS) spam is understood the unsolicited or undesired messages received on mobile phones. These SMS spams constitute a veritable nuisance to the mobile subscribers. This marketing practice also worries service providers in view of the fact that it upsets their clients or even causes them lose subscribers. By way of mitigating this practice, researchers have proposed several solutions for the detection and filtering of SMS spams. In this paper, we present a review of the currently available methods, challenges, and future research directions on spam detection techniques, filtering, and mitigation of mobile SMS spams. The existing research literature is critically reviewed and analyzed. The most popular techniques for SMS spam detection, filtering, and mitigation are compared, including the used data sets, their findings, and limitations, and the future research directions are discussed. This review is designed to assist expert researchers to identify open areas that need further improvement. |
| first_indexed | 2024-12-16T17:20:05Z |
| format | Article |
| id | doaj.art-ad35d65651314a72ba9b4ef2f5d746c8 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-16T17:20:05Z |
| publishDate | 2017-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-ad35d65651314a72ba9b4ef2f5d746c82022-12-21T22:23:11ZengIEEEIEEE Access2169-35362017-01-015156501566610.1109/ACCESS.2017.26667857851079A Review on Mobile SMS Spam Filtering TechniquesShafi'I Muhammad Abdulhamid0Muhammad Shafie Abd Latiff1Haruna Chiroma2Oluwafemi Osho3Gaddafi Abdul-Salaam4Adamu I. Abubakar5Tutut Herawan6https://orcid.org/0000-0001-9262-9137Department of Cyber Security Science, Federal University of Technology, Minna, NigeriaFaculty of Computing, Universiti Teknologi Malaysia, Johor Bahru, MalaysiaFederal College of Education (Technical), Gombe, NigeriaDepartment of Cyber Security Science, Federal University of Technology, Minna, NigeriaKwame Nkrumah University of Science and Technology, Kumasi, GhanaDepartment of Information Systems, International Islamic University of Malaysia, Kuala Lumpur, MalaysiaAMCS Research Center, Yogyakarta, IndonesiaUnder short messaging service (SMS) spam is understood the unsolicited or undesired messages received on mobile phones. These SMS spams constitute a veritable nuisance to the mobile subscribers. This marketing practice also worries service providers in view of the fact that it upsets their clients or even causes them lose subscribers. By way of mitigating this practice, researchers have proposed several solutions for the detection and filtering of SMS spams. In this paper, we present a review of the currently available methods, challenges, and future research directions on spam detection techniques, filtering, and mitigation of mobile SMS spams. The existing research literature is critically reviewed and analyzed. The most popular techniques for SMS spam detection, filtering, and mitigation are compared, including the used data sets, their findings, and limitations, and the future research directions are discussed. This review is designed to assist expert researchers to identify open areas that need further improvement.https://ieeexplore.ieee.org/document/7851079/Reviewspammobile SMSaccess layerservice provider layer |
| spellingShingle | Shafi'I Muhammad Abdulhamid Muhammad Shafie Abd Latiff Haruna Chiroma Oluwafemi Osho Gaddafi Abdul-Salaam Adamu I. Abubakar Tutut Herawan A Review on Mobile SMS Spam Filtering Techniques IEEE Access Review spam mobile SMS access layer service provider layer |
| title | A Review on Mobile SMS Spam Filtering Techniques |
| title_full | A Review on Mobile SMS Spam Filtering Techniques |
| title_fullStr | A Review on Mobile SMS Spam Filtering Techniques |
| title_full_unstemmed | A Review on Mobile SMS Spam Filtering Techniques |
| title_short | A Review on Mobile SMS Spam Filtering Techniques |
| title_sort | review on mobile sms spam filtering techniques |
| topic | Review spam mobile SMS access layer service provider layer |
| url | https://ieeexplore.ieee.org/document/7851079/ |
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