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...

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Main Authors:	Abdulhamid, Shafi'i Muhammad, Abd Latiff, Muhammad Shafie, Chiroma, Haruna, Osho, Oluwafemi, Abdul-Salaam, Gaddafi, Abubakar, Adamu, Herawan, Tutut
Format:	Article
Language:	English English
Published:	Institute of Electrical and Electronics Engineers Inc. 2017
Subjects:	HF1040 Commodities. Commercial products TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices
Online Access:	http://irep.iium.edu.my/59174/ http://irep.iium.edu.my/59174/ http://irep.iium.edu.my/59174/ http://irep.iium.edu.my/59174/1/59174_A%20Review%20on%20Mobile%20SMS%20Spam_article.pdf http://irep.iium.edu.my/59174/2/59174_A%20Review%20on%20Mobile%20SMS%20Spam_scopus.pdf

id	iium-59174
recordtype	eprints
spelling	iium-591742018-03-15T01:17:40Z http://irep.iium.edu.my/59174/ A Review on mobile SMS Spam filtering techniques Abdulhamid, Shafi'i Muhammad Abd Latiff, Muhammad Shafie Chiroma, Haruna Osho, Oluwafemi Abdul-Salaam, Gaddafi Abubakar, Adamu Herawan, Tutut HF1040 Commodities. Commercial products TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices 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. Institute of Electrical and Electronics Engineers Inc. 2017 Article PeerReviewed application/pdf en http://irep.iium.edu.my/59174/1/59174_A%20Review%20on%20Mobile%20SMS%20Spam_article.pdf application/pdf en http://irep.iium.edu.my/59174/2/59174_A%20Review%20on%20Mobile%20SMS%20Spam_scopus.pdf Abdulhamid, Shafi'i Muhammad and Abd Latiff, Muhammad Shafie and Chiroma, Haruna and Osho, Oluwafemi and Abdul-Salaam, Gaddafi and Abubakar, Adamu and Herawan, Tutut (2017) A Review on mobile SMS Spam filtering techniques. IEEE Access, 5. pp. 15650-15666. ISSN 2169-3536 http://ieeexplore.ieee.org/document/7851079/ 10.1109/ACCESS.2017.2666785
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	HF1040 Commodities. Commercial products TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices
spellingShingle	HF1040 Commodities. Commercial products TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices Abdulhamid, Shafi'i Muhammad Abd Latiff, Muhammad Shafie Chiroma, Haruna Osho, Oluwafemi Abdul-Salaam, Gaddafi Abubakar, Adamu Herawan, Tutut A Review on mobile SMS Spam filtering techniques
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.
format	Article
author	Abdulhamid, Shafi'i Muhammad Abd Latiff, Muhammad Shafie Chiroma, Haruna Osho, Oluwafemi Abdul-Salaam, Gaddafi Abubakar, Adamu Herawan, Tutut
author_facet	Abdulhamid, Shafi'i Muhammad Abd Latiff, Muhammad Shafie Chiroma, Haruna Osho, Oluwafemi Abdul-Salaam, Gaddafi Abubakar, Adamu Herawan, Tutut
author_sort	Abdulhamid, Shafi'i Muhammad
title	A Review on mobile SMS Spam filtering techniques
title_short	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_sort	review on mobile sms spam filtering techniques
publisher	Institute of Electrical and Electronics Engineers Inc.
publishDate	2017
url	http://irep.iium.edu.my/59174/ http://irep.iium.edu.my/59174/ http://irep.iium.edu.my/59174/ http://irep.iium.edu.my/59174/1/59174_A%20Review%20on%20Mobile%20SMS%20Spam_article.pdf http://irep.iium.edu.my/59174/2/59174_A%20Review%20on%20Mobile%20SMS%20Spam_scopus.pdf
first_indexed	2023-09-18T21:23:47Z
last_indexed	2023-09-18T21:23:47Z
_version_	1777412055868899328

A Review on mobile SMS Spam filtering techniques

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