Publication:
Detection of social media exploitation via SMS and camera

Simple item page
dc.contributor.affiliationsFaculty of Science and Technology
dc.contributor.affiliationsUniversiti Sains Islam Malaysia (USIM)
dc.contributor.authorAzhar M.A.en_US
dc.contributor.authorSaudi M.M.en_US
dc.contributor.authorAhmad A.en_US
dc.contributor.authorAbu Bakar A.en_US
dc.date.accessioned2024-05-28T08:26:36Z
dc.date.available2024-05-28T08:26:36Z
dc.date.issued2019
dc.description.abstractInternet users all over the world are highly exposed to social media exploitation, where they are vulnerable to be targeted by this cyber-attack. Furthermore, excessive use of social media leads to Internet Addiction Disorder (IAD). Fortunately, social media exploitation and IAD can be monitored and controlled closely based on user's mobile phone surveillance features which are camera, SMS, audio, geolocation (GPS) and call log. Hence to overcome these challenges, this paper presents five (5) Application Programming Interfaces (APIs) and four (4) permissions for SMS and camera that are mostly and widely used with the social media applications. These 9 APIs and permissions matched with 2.7% of the APIs and permissions training dataset that are related with SMS and camera. This experiment was conducted by using hybrid analysis, which inclusive of static analysis and dynamic analysis, with 1926 training dataset from Brunswick. These 9 APIs and permissions, if being misused by the attacker, could lead to privacy concerns of a mobile device. The finding from this paper can be used as a guidance and reference for the formation of new mobile malware detection technique and modeling in future.en_US
dc.description.natureFinalen_US
dc.identifier.doi10.3991/IJIM.V13I04.10521
dc.identifier.epage78
dc.identifier.issn18657923
dc.identifier.issue4
dc.identifier.scopus2-s2.0-85070420230
dc.identifier.spage61
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85070420230&doi=10.3991%2fIJIM.V13I04.10521&partnerID=40&md5=0542bf21cdb235d8ea6ab264ab980080
dc.identifier.urihttps://oarep.usim.edu.my/handle/123456789/8743
dc.identifier.volume13
dc.languageEnglish
dc.language.isoen_USen_US
dc.publisherInternational Association of Online Engineeringen_US
dc.relation.ispartofOpen Accessen_US
dc.sourceScopus
dc.sourcetitleInternational Journal of Interactive Mobile Technologies
dc.subjectAPIen_US
dc.subjectCameraen_US
dc.subjectMobile malwaresen_US
dc.subjectMobile phone surveillance featureen_US
dc.subjectPermissionen_US
dc.subjectSMSen_US
dc.subjectSocial media exploitationen_US
dc.titleDetection of social media exploitation via SMS and cameraen_US
dc.title.alternativeInt. J. Interact. Mob. Technol.en_US
dc.typeArticleen_US
dspace.entity.typePublication

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
Detection of social media exploitation via SMS and camera.pdf
Size:
1.04 MB
Format:
Adobe Portable Document Format
Download

Collections

Scopus