{"id":98,"date":"2026-01-24T07:04:38","date_gmt":"2026-01-24T07:04:38","guid":{"rendered":"https:\/\/sites.usnh.edu\/wlu\/?page_id=98"},"modified":"2026-01-24T07:19:58","modified_gmt":"2026-01-24T07:19:58","slug":"medibotddos","status":"publish","type":"page","link":"https:\/\/sites.usnh.edu\/wlu\/datasets\/medibotddos\/","title":{"rendered":"MedibotDDoS"},"content":{"rendered":"\n\n\t<p>The MedibotDDoS dataset captures 200K+ traffic records with 13 features, representing benign and attack traffic against a medical syringe pump control system. It demonstrates how botnet-induced DDoS traffic disrupts healthcare devices, making it valuable for intrusion detection, anomaly detection, and medical device security research.<\/p>\n<h3>Context<\/h3>\n<ul>\n<li>The MedibotDDoS dataset was generated during an experimental evaluation of a botnet attack against a medical syringe pump control system.<\/li>\n<li>The attack demonstrated how a DDoS (Distributed Denial of Service) could delay or halt the responsiveness of the control GUI, creating serious patient safety risks (e.g., multiple unintended &#8220;run&#8221; button presses leading to triple dosing).<\/li>\n<\/ul>\n<h3>Dataset Composition<\/h3>\n<ul>\n<li>Number of samples: 225,498 instances<\/li>\n<li>Features: 13 network traffic features describing flow-level behavior<\/li>\n<\/ul>\n<h3>Feature Descriptions<\/h3>\n<ul>\n<li>SrcBytes &#8211; Number of bytes from source \u2192 destination<\/li>\n<li>SrcLoad &#8211; Source \u2192 destination bits per second<\/li>\n<li>DstBytes &#8211; Number of bytes from destination \u2192 source<\/li>\n<li>DstLoad &#8211; Destination \u2192 source bits per second<\/li>\n<li>DstPkts &#8211; Number of packets from destination \u2192 source<\/li>\n<li>SrcRate &#8211; Packets per second from source \u2192 destination<\/li>\n<li>DstRate &#8211; Packets per second from destination \u2192 source<\/li>\n<li>Dur &#8211; Transaction duration (seconds)<\/li>\n<li>TotPkts &#8211; Total transaction packets<\/li>\n<li>TotBytes &#8211; Total transaction bytes<\/li>\n<li>Load &#8211; Total transaction bits per second<\/li>\n<li>Rate &#8211; Overall packets per second<\/li>\n<\/ul>\n<h3>Descriptive Statistics (Selected Highlights)<\/h3>\n<ul>\n<li>SrcBytes: mean 286.3, max 435,324<\/li>\n<li>SrcPkts: mean 2.4, max 4,890<\/li>\n<li>DstPkts: mean 0.94, max 2,411<\/li>\n<li>DstBytes: mean 1052.6, max 12,858,140<\/li>\n<li>Dur: mean 0.44 sec, max 5 sec<\/li>\n<li>TotPkts: mean 3.38, max 5,979<\/li>\n<li>TotBytes: mean 1,339, max 13,230,630<\/li>\n<li>Load: mean 4,778,348 bps, max 15,168,000,000 bps<\/li>\n<li>Rate: mean 2,535 pps, max 4,000,000 pps<\/li>\n<\/ul>\n<h3>Download Link<\/h3>\n<p><a href=\"https:\/\/universitysystemnh-my.sharepoint.com\/:x:\/r\/personal\/wlu_usnh_edu\/Documents\/medibotddos.csv?d=wdf06c12cb53f46aea789627a64db0def&amp;csf=1&amp;web=1&amp;e=gpc1sU\">medibotddos.csv<\/a><\/p>\n<h3>Citation<\/h3>\n<p>Wei Lu. 2025. Web-based botnet for blocking control flow in open-source medical syringe pump. Int. J. Grid Util. Comput. 16, 2 (2025), 162-172. https:\/\/doi.org\/10.1504\/ijguc.2025.145175<\/p>\n<p>&#8212;<\/p>\n## Notes<br \/>\n&#8211; Access to some datasets may require completing a data use agreement.<br \/>\n&#8211; For questions, please contact Dr. Wei Lu at wlu@usnh.edu.\n\n","protected":false},"excerpt":{"rendered":"<p>The MedibotDDoS dataset captures 200K+ traffic records with 13 features, representing benign and attack traffic against a medical syringe pump control system. It demonstrates how botnet-induced DDoS traffic disrupts healthcare devices, making it valuable for intrusion detection, anomaly detection, and medical device security research. Context The MedibotDDoS dataset was generated during an experimental evaluation of [&hellip;]<\/p>\n","protected":false},"author":135,"featured_media":0,"parent":70,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-98","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/sites.usnh.edu\/wlu\/wp-json\/wp\/v2\/pages\/98","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.usnh.edu\/wlu\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.usnh.edu\/wlu\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.usnh.edu\/wlu\/wp-json\/wp\/v2\/users\/135"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.usnh.edu\/wlu\/wp-json\/wp\/v2\/comments?post=98"}],"version-history":[{"count":7,"href":"https:\/\/sites.usnh.edu\/wlu\/wp-json\/wp\/v2\/pages\/98\/revisions"}],"predecessor-version":[{"id":107,"href":"https:\/\/sites.usnh.edu\/wlu\/wp-json\/wp\/v2\/pages\/98\/revisions\/107"}],"up":[{"embeddable":true,"href":"https:\/\/sites.usnh.edu\/wlu\/wp-json\/wp\/v2\/pages\/70"}],"wp:attachment":[{"href":"https:\/\/sites.usnh.edu\/wlu\/wp-json\/wp\/v2\/media?parent=98"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}