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Denial of Service (DoS) is highlighted as a major attack type targeting MQTT-based communications. Although MQTT security often relies on SSL/TLS, it is not sufficient to handle DoS. The paper proposes embedding a fuzzy-logic algorithm in a node within an IDS scheme, using feature-selection nodes to monitor SUBSCRIBE and SUBACK traffic, and feeding this information into fuzzy input nodes to detect DoS.",{"@graph":63,"@context":119},[64,80,102],{"@type":65,"itemListElement":66},"BreadcrumbList",[67,71,74,77],{"item":68,"name":69,"@type":70,"position":9},"https://docshare.wps.com","Home","ListItem",{"item":72,"name":10,"@type":70,"position":73},"https://docshare.wps.com/template/",2,{"item":75,"name":51,"@type":70,"position":76},"https://docshare.wps.com/template/general/",3,{"item":78,"name":59,"@type":70,"position":79},"https://docshare.wps.com/template/advanced-detection-denial-of-service-attack-in-internet-of-things-network-based-on-mqtt-protocol-using-fuzzy-logic/200727/",4,{"url":78,"name":59,"@type":81,"image":82,"author":87,"headline":59,"publisher":90,"fileFormat":93,"inLanguage":57,"description":61,"dateModified":94,"datePublished":95,"encodingFormat":93,"isAccessibleForFree":96,"interactionStatistic":97},"DigitalDocument",{"url":83,"@type":84,"width":85,"height":86},"https://docshare.wps.com/thumbnails/advanced-detection-denial-of-service-attack-in-internet-of-things-network-based-on-mqtt-protocol-using-fuzzy-logic/200727.png","ImageObject",442,249,{"name":88,"@type":89},"Dozel","Person",{"url":68,"name":91,"@type":92},"DocShare","Organization","application/vnd.openxmlformats-officedocument.wordprocessingml.document","2026-09-27","2026-09-04",true,{"@type":98,"interactionType":99,"userInteractionCount":101},"InteractionCounter",{"@type":100},"ViewAction",7,{"@type":103,"mainEntity":104},"FAQPage",[105,111,115],{"name":106,"@type":107,"acceptedAnswer":108},"Why is MQTT widely used in IoT networks?","Question",{"text":109,"@type":110},"MQTT is popular in IoT because of its lightweight nature, which makes it suitable for constrained networks and devices.","Answer",{"name":112,"@type":107,"acceptedAnswer":113},"What limitation of SSL/TLS is mentioned for MQTT DoS protection?",{"text":114,"@type":110},"SSL/TLS is stated to be incapable of handling DoS, so additional detection mechanisms are needed.",{"name":116,"@type":107,"acceptedAnswer":117},"How does the proposed system detect DoS attacks in MQTT?",{"text":118,"@type":110},"A fuzzy-logic algorithm embedded in a node, combined with an IDS approach, uses feature-selection nodes to monitor SUBSCRIBE and SUBACK traffic and provide that data to fuzzy input nodes.","https://schema.org",{"og:url":78,"og:type":121,"og:title":59,"og:site_name":91,"og:description":61},"article",{"robots":123,"canonical":78},"index,follow",{"doc_id":125,"site_id":56},200727,1788510507,{"code":4,"msg":5,"data":128},{"doc_id":125,"user_id":129,"nickname":88,"user_avatar":130,"doc_module":9,"category_id":50,"category_name":51,"doc_title":59,"doc_description":61,"doc_content":131,"file_id":132,"file_url":133,"file_type":134,"file_size":135,"view_count":101,"is_deleted":4,"is_public":9,"is_downloadable":9,"audit_status":9,"page_count":8,"language":136,"language_code":57,"site_id":56,"html_lang":57,"table_of_contents":137,"faqs":138,"seo_title":139,"seo_description":61,"update_tm":126,"read_time":79},962085662650,"https://ap-avatar.wpscdn.com/davatar_29158cc5080c5b710cf443261637dec0","Available online to \u0013 HYPERLINK \"http://www.journal.unipdu.ac.id\" \u0014www.journal.unipdu.ac.id\u0015\nS2-Accredited – \u0013 HYPERLINK \"http://arjuna.ristekdikti.go.id/index.php/news/view/138\" \u0014SK No. 34/E/KPT/2018\u0015\nJournal Page is available to \u0013 HYPERLINK \"http://www.journal.unipdu.ac.id:8080/index.php/register\" \u0014www.journal.unipdu.ac.id:8080/index.php/register\u0015\nAdvanced Detection Denial of Service Attack in Internet Of Things Network Based On MQTT Protocol Using Fuzzy Logic\n--\n--\n-\nA R T I C L E   I N F O\nA B S T R A C T\nArticle history:\nReceived xxx Revised xxx Accepted xxx Available online xxx\nMessage Queuing Telemetry Transport (MQTT) is one of the popular protocols used on the Internet of Things (IoT) networks because of its lightweight nature. With the increasing number of devices connected to the internet, the number of cybercrimes on IoT networks will increase. One of the most popular attacks is the Denial of Service (DoS) attack. Standard security on MQTT uses SSL / TLS, but SSL / TLS is not capable of handling DoS. The use of fuzzy logic algorithms with the Intrusion Detection System (IDS) scheme is suitable for detecting DoS because of its simple nature. This paper uses a fuzzy logic algorithm embedded in a node to detect DoS in the MQTT protocol with feature selection nodes. The contribution of this paper is that the nodes feature selection used will monitor subscribe and suback traffic and provide this information to fuzzy input nodes to detect DoS attacks. Fuzzy performance evaluation is measured against changes in the number of nodes and attack intervals. The results obtained are that the more the number of nodes and the higher the traffic intensity, the fuzzy performance will decrease, and vice versa. However, the number of nodes and traffic intensity will affect fuzzy performance.\nKeywords: [ Key word heading]\nfuzzy\nmessage queuing telemetry transport (MQTT)\ninternet of things (IoT)\ndenial of service (DoS)\nIEEE style in citing this article: [citation Heading]\nM. S. Budiana, R. M. Negara, and A. I. Irawan, \"Advanced detection denial of service attack in internet of things network based on MQTT protocol using fuzzy logic,\" Register: Jurnal Ilmiah Teknologi Sistem Informasi, vol. xxx, no. xxx, pp. xxx, 2021.\n2021 Register: Jurnal Ilmiah Teknologi Sistem Informasi (Scientific Journal of Information System Technology) with CC BY NC SA license.\nIntroduction\nJaringan Internet of Things (IoT) atau komunikasi Machine-to-Machine (M2M) sudah menjadi bagian penting di era sekarang \u0013ADDIN CSL_CITATION {\"citationItems\":[{\"id\":\"ITEM-1\",\"itemData\":{\"author\":[{\"dropping-particle\":\"\",\"family\":\"Haripriya\",\"given\":\"A P\",\"non-dropping-particle\":\"\",\"parse-names\":false,\"suffix\":\"\"}],\"id\":\"ITEM-1\",\"issued\":{\"date-parts\":[[\"2019\"]]},\"publisher\":\"EURASIP Journal on Wireless Communications and Networking\",\"title\":\"Secure-MQTT : an efficient fuzzy logic-based approach to detect DoS attack in MQTT protocol for internet of things\",\"type\":\"article-journal\"},\"uris\":[\"http://www.mendeley.com/documents/?uuid=6612ca7f-66cd-4109-a642-baf099093d9b\"]}],\"mendeley\":{\"formattedCitation\":\"[1]\",\"plainTextFormattedCitation\":\"[1]\",\"previouslyFormattedCitation\":\"[1]\"},\"properties\":{\"noteIndex\":0},\"schema\":\"https://github.com/citation-style-language/schema/raw/master/csl-citation.json\"}\u0014[1]\u0015. IoT mampu mengkomunikasikan things atau objek (seperti perangkat, mobil, atau sensor) satu sama lain melalui media wireline ataupun wireless ke jaringan internet. Tujuan utama dari IoT yaitu untuk menghubungkan seluruh entitas satu sama lain dimana saja dan kapan saja dengan apa saja dan siapa saja \u0013ADDIN CSL_CITATION {\"citationItems\":[{\"id\":\"ITEM-1\",\"itemData\":{\"author\":[{\"dropping-particle\":\"\",\"family\":\"Velinov\",\"given\":\"A\",\"non-dropping-particle\":\"\",\"parse-names\":false,\"suffix\":\"\"},{\"dropping-particle\":\"\",\"family\":\"Mileva\",\"given\":\"A\",\"non-dropping-particle\":\"\",\"parse-names\":false,\"suffix\":\"\"}],\"id\":\"ITEM-1\",\"issue\":\"June 2016\",\"issued\":{\"date-parts\":[[\"2018\"]]},\"title\":\"Runnin","cbCaijUd7GuTkbpt","https://ap.wps.com/l/cbCaijUd7GuTkbpt","docx",603624,"English","# Introduction\n## MQTT and DoS context\n## IDS with fuzzy logic\n## Feature selection for SUBSCRIBE/SUBACK traffic\n## Fuzzy performance evaluation","[{\"question\":\"Why is MQTT widely used in IoT networks?\",\"answer\":\"MQTT is popular in IoT because of its lightweight nature, which makes it suitable for constrained networks and devices.\"},{\"question\":\"What limitation of SSL/TLS is mentioned for MQTT DoS protection?\",\"answer\":\"SSL/TLS is stated to be incapable of handling DoS, so additional detection mechanisms are needed.\"},{\"question\":\"How does the proposed system detect DoS attacks in MQTT?\",\"answer\":\"A fuzzy-logic algorithm embedded in a node, combined with an IDS approach, uses feature-selection nodes to monitor SUBSCRIBE and SUBACK traffic and provide that data to fuzzy input nodes.\"}]","Advanced Detection Denial of Service Attack in Internet Of Things Network Based On MQTT Protocol Using Fuzzy Logic | DOCX"]