Publication:
IoT-based botnet attacks systematic mapping study of literature

Simple item page
cris.lastimport.scopus2024-12-07T10:18:32Z
dc.contributor.authorHabiba Hamiden_US
dc.contributor.authorRafidah Md Nooren_US
dc.contributor.authorSyaril Nizam Omaren_US
dc.contributor.authorIsmail Ahmedyen_US
dc.contributor.authorShaik Shabana Anjumen_US
dc.contributor.authorSyed Adeel Ali Shahen_US
dc.contributor.authorSheena Kauren_US
dc.contributor.authorFazidah Othmanen_US
dc.contributor.authorEmran Mohd Tamilen_US
dc.date.accessioned2024-05-27T14:34:26Z
dc.date.available2024-05-27T14:34:26Z
dc.date.issued2021
dc.date.submitted2021-12-22
dc.description.abstractThe rapid escalation in the usage of the Internet of Things (IoT) devices is threatened by botnets. The expected increase in botnet attacks has seen numerous botnet detection/mitigation proposals from academia and industry. This paper conducts a systematic mapping study of the literature so as to distinguish, sort, and synthesize research in this domain. The investigation is guided by various research questions that are relevant to the botnet studies. In this research, a total of 3,645 studies were gotten from our preliminary pursuit outcomes. Seventy four (74) studies were recognized based on importance, of which 52 were at last picked dependent on our characterized Incorporation and Elimination criteria. A classification for the mapping study with the following components: key contribution, research aspect, validation methods, network forensic methods, datasets and evaluation metric was proposed. Likewise, in this study, we identified eleven (11) key contributions which include evaluation, approach, model, system, software architecture, method, technique, framework, mechanism, algorithm and dataset. The findings of this systematic mapping investigation demonstrate that exploration of IoT-based botnet attacks is picking up more consideration in the past three years with steady distribution yield. Finally, this investigation can be a beginning point in examining researches on botnet assaults in IoT devices and finding better ways to detect and mitigate such assaults.en_US
dc.identifier.doi10.1007/s11192-020-03819-5
dc.identifier.epage2800
dc.identifier.issn0138-9130
dc.identifier.other2352-5
dc.identifier.spage2759
dc.identifier.urihttps://oarep.usim.edu.my/handle/123456789/3197
dc.identifier.volume126
dc.language.isoenen_US
dc.publisherSpringer International Publishingen_US
dc.relation.ispartofScientometricsen_US
dc.subjectBotnets, IoT, Systematic mapping study, Classification, Dataseten_US
dc.titleIoT-based botnet attacks systematic mapping study of literatureen_US
dc.typeArticleen_US
dspace.entity.typePublication

Files

Collections

Other Publications