{"id":29285,"date":"2025-10-16T14:30:34","date_gmt":"2025-10-16T12:30:34","guid":{"rendered":"https:\/\/tinextadefence.it\/?p=29285"},"modified":"2025-10-16T14:30:34","modified_gmt":"2025-10-16T12:30:34","slug":"open-source-release-netflowmeter","status":"publish","type":"post","link":"https:\/\/tinextadefence.it\/en\/open-source-release-netflowmeter\/","title":{"rendered":"Open source release: NetFlowMeter"},"content":{"rendered":"<p>In the new study by the Malware Lab we present\u00a0<b>NetFlowMeter<\/b>, a flow analyser developed entirely by one of our Artificial Intelligence teams during their research activities.<\/p>\n<p>Designed to process raw network traffic (pcap files) and extract a set of features for use with machine learning algorithms, the software is now available as an open source project on Tinexta Defence's GitHub account, which we officially launch.<\/p>\n<p>The software was created as an advanced reimplementation of\u00a0<b>CICFlowMeter<\/b>one of the most widely used tools in the scientific community, with the aim of optimising its performance and correcting calculation and labelling bugs that can compromise the quality of the datasets produced.<\/p>\n<p>Validation of the tool was conducted using both\u00a0<b>public datasets\u00a0<\/b>such as\u00a0<b>CICIDS2017<\/b>,<b>\u00a0<\/b>commonly used in academia as a benchmark to test machine learning algorithms applied to network intrusion detection (IDS), both\u00a0<b>proprietary datasets<\/b>\u00a0generated through automatic pipelines developed by our team, fed by real traffic collected from networked exposed systems.<\/p>\n<p>The release of this software is part of Tinexta Defence's long-term strategy to foster transparency, interoperability and collaboration in the scientific community by strengthening investment in research and development of cybersecurity applications and tools.<\/p>\n<p>If you wish to learn more, here is the link to our\u00a0<strong><a class=\"\" href=\"https:\/\/tinextadefence.it\/wp-content\/uploads\/2025\/10\/Report-Open_source_release.pdf\" target=\"_blank\" rel=\"noopener\" data-cke-saved-href=\"https:\/\/tinextadefence.it\/wp-content\/uploads\/2025\/10\/Report-Open_source_release.pdf\">comprehensive study<\/a><\/strong>.<\/p>\n<p><span data-contrast=\"none\">In addition, you can subscribe to the specific mailing list <\/span><b><span data-contrast=\"none\">Cyber Studios by Tinexta Defence<\/span><\/b><span data-contrast=\"none\">, to receive updates on upcoming research:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/tinextadefence.it\/en\/cyber-studios-mailing-list\/\"><span data-contrast=\"none\">https:\/\/tinextadefence.it\/mailing-list-cyber-studios\/<\/span><\/a><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Nel nuovo studio curato dal Malware Lab presentiamo\u00a0NetFlowMeter, un analizzatore di flussi sviluppato interamente da uno dei nostri team di Intelligenza Artificiale durante la loro attivit\u00e0 di ricerca. Progettato per elaborare il traffico di rete grezzo (file pcap) ed estrarre un insieme di feature da utilizzare con algoritmi di machine learning, il software \u00e8 ora [&hellip;]<\/p>","protected":false},"author":7,"featured_media":29286,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[102],"tags":[],"class_list":["post-29285","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tinextadefencebusiness"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Open source release: NetFlowMeter - Tinexta Defence<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/tinextadefence.it\/en\/open-source-release-netflowmeter\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Open source release: NetFlowMeter - Tinexta Defence\" \/>\n<meta property=\"og:description\" content=\"Nel nuovo studio curato dal Malware Lab presentiamo\u00a0NetFlowMeter, un analizzatore di flussi sviluppato interamente da uno dei nostri team di Intelligenza Artificiale durante la loro attivit\u00e0 di ricerca. Progettato per elaborare il traffico di rete grezzo (file pcap) ed estrarre un insieme di feature da utilizzare con algoritmi di machine learning, il software \u00e8 ora [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/tinextadefence.it\/en\/open-source-release-netflowmeter\/\" \/>\n<meta property=\"og:site_name\" content=\"Tinexta Defence\" \/>\n<meta property=\"article:published_time\" content=\"2025-10-16T12:30:34+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/tinextadefence.it\/wp-content\/uploads\/2025\/10\/Business_evidenza-3.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1800\" \/>\n\t<meta property=\"og:image:height\" content=\"960\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Federica Casadei\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Federica Casadei\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/tinextadefence.it\/open-source-release-netflowmeter\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/tinextadefence.it\/open-source-release-netflowmeter\/\"},\"author\":{\"name\":\"Federica Casadei\",\"@id\":\"https:\/\/tinextadefence.it\/#\/schema\/person\/0dc89f3eeaa8cd7b7c354b61c84d164d\"},\"headline\":\"Open source release: NetFlowMeter\",\"datePublished\":\"2025-10-16T12:30:34+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/tinextadefence.it\/open-source-release-netflowmeter\/\"},\"wordCount\":239,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/tinextadefence.it\/#organization\"},\"image\":{\"@id\":\"https:\/\/tinextadefence.it\/open-source-release-netflowmeter\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/tinextadefence.it\/wp-content\/uploads\/2025\/10\/Business_evidenza-3.jpg\",\"articleSection\":[\"#TDefenceBusiness\"],\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/tinextadefence.it\/open-source-release-netflowmeter\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/tinextadefence.it\/open-source-release-netflowmeter\/\",\"url\":\"https:\/\/tinextadefence.it\/open-source-release-netflowmeter\/\",\"name\":\"Open source release: NetFlowMeter - Tinexta Defence\",\"isPartOf\":{\"@id\":\"https:\/\/tinextadefence.it\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/tinextadefence.it\/open-source-release-netflowmeter\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/tinextadefence.it\/open-source-release-netflowmeter\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/tinextadefence.it\/wp-content\/uploads\/2025\/10\/Business_evidenza-3.jpg\",\"datePublished\":\"2025-10-16T12:30:34+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/tinextadefence.it\/open-source-release-netflowmeter\/#breadcrumb\"},\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/tinextadefence.it\/open-source-release-netflowmeter\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\/\/tinextadefence.it\/open-source-release-netflowmeter\/#primaryimage\",\"url\":\"https:\/\/tinextadefence.it\/wp-content\/uploads\/2025\/10\/Business_evidenza-3.jpg\",\"contentUrl\":\"https:\/\/tinextadefence.it\/wp-content\/uploads\/2025\/10\/Business_evidenza-3.jpg\",\"width\":1800,\"height\":960},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/tinextadefence.it\/open-source-release-netflowmeter\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/tinextadefence.it\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Open source release: NetFlowMeter\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/tinextadefence.it\/#website\",\"url\":\"https:\/\/tinextadefence.it\/\",\"name\":\"Tinexta Defence\",\"description\":\"think next, protect now\",\"publisher\":{\"@id\":\"https:\/\/tinextadefence.it\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/tinextadefence.it\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-GB\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/tinextadefence.it\/#organization\",\"name\":\"Tinexta Defence\",\"url\":\"https:\/\/tinextadefence.it\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\/\/tinextadefence.it\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/tinextadefence.it\/wp-content\/uploads\/2025\/03\/Tinexta_Defence_marchio.png\",\"contentUrl\":\"https:\/\/tinextadefence.it\/wp-content\/uploads\/2025\/03\/Tinexta_Defence_marchio.png\",\"width\":2000,\"height\":990,\"caption\":\"Tinexta Defence\"},\"image\":{\"@id\":\"https:\/\/tinextadefence.it\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/tinextadefence.it\/#\/schema\/person\/0dc89f3eeaa8cd7b7c354b61c84d164d\",\"name\":\"Federica Casadei\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\/\/tinextadefence.it\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/6b35becb35fb83a681c7b431c36de302b4101b5ef0c48984910308c04617428f?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/6b35becb35fb83a681c7b431c36de302b4101b5ef0c48984910308c04617428f?s=96&d=mm&r=g\",\"caption\":\"Federica Casadei\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Open source release: NetFlowMeter - Tinexta Defence","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/tinextadefence.it\/en\/open-source-release-netflowmeter\/","og_locale":"en_GB","og_type":"article","og_title":"Open source release: NetFlowMeter - Tinexta Defence","og_description":"Nel nuovo studio curato dal Malware Lab presentiamo\u00a0NetFlowMeter, un analizzatore di flussi sviluppato interamente da uno dei nostri team di Intelligenza Artificiale durante la loro attivit\u00e0 di ricerca. Progettato per elaborare il traffico di rete grezzo (file pcap) ed estrarre un insieme di feature da utilizzare con algoritmi di machine learning, il software \u00e8 ora [&hellip;]","og_url":"https:\/\/tinextadefence.it\/en\/open-source-release-netflowmeter\/","og_site_name":"Tinexta Defence","article_published_time":"2025-10-16T12:30:34+00:00","og_image":[{"width":1800,"height":960,"url":"https:\/\/tinextadefence.it\/wp-content\/uploads\/2025\/10\/Business_evidenza-3.jpg","type":"image\/jpeg"}],"author":"Federica Casadei","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Federica Casadei","Estimated reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/tinextadefence.it\/open-source-release-netflowmeter\/#article","isPartOf":{"@id":"https:\/\/tinextadefence.it\/open-source-release-netflowmeter\/"},"author":{"name":"Federica Casadei","@id":"https:\/\/tinextadefence.it\/#\/schema\/person\/0dc89f3eeaa8cd7b7c354b61c84d164d"},"headline":"Open source release: NetFlowMeter","datePublished":"2025-10-16T12:30:34+00:00","mainEntityOfPage":{"@id":"https:\/\/tinextadefence.it\/open-source-release-netflowmeter\/"},"wordCount":239,"commentCount":0,"publisher":{"@id":"https:\/\/tinextadefence.it\/#organization"},"image":{"@id":"https:\/\/tinextadefence.it\/open-source-release-netflowmeter\/#primaryimage"},"thumbnailUrl":"https:\/\/tinextadefence.it\/wp-content\/uploads\/2025\/10\/Business_evidenza-3.jpg","articleSection":["#TDefenceBusiness"],"inLanguage":"en-GB","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/tinextadefence.it\/open-source-release-netflowmeter\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/tinextadefence.it\/open-source-release-netflowmeter\/","url":"https:\/\/tinextadefence.it\/open-source-release-netflowmeter\/","name":"Open source release: NetFlowMeter - Tinexta Defence","isPartOf":{"@id":"https:\/\/tinextadefence.it\/#website"},"primaryImageOfPage":{"@id":"https:\/\/tinextadefence.it\/open-source-release-netflowmeter\/#primaryimage"},"image":{"@id":"https:\/\/tinextadefence.it\/open-source-release-netflowmeter\/#primaryimage"},"thumbnailUrl":"https:\/\/tinextadefence.it\/wp-content\/uploads\/2025\/10\/Business_evidenza-3.jpg","datePublished":"2025-10-16T12:30:34+00:00","breadcrumb":{"@id":"https:\/\/tinextadefence.it\/open-source-release-netflowmeter\/#breadcrumb"},"inLanguage":"en-GB","potentialAction":[{"@type":"ReadAction","target":["https:\/\/tinextadefence.it\/open-source-release-netflowmeter\/"]}]},{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/tinextadefence.it\/open-source-release-netflowmeter\/#primaryimage","url":"https:\/\/tinextadefence.it\/wp-content\/uploads\/2025\/10\/Business_evidenza-3.jpg","contentUrl":"https:\/\/tinextadefence.it\/wp-content\/uploads\/2025\/10\/Business_evidenza-3.jpg","width":1800,"height":960},{"@type":"BreadcrumbList","@id":"https:\/\/tinextadefence.it\/open-source-release-netflowmeter\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/tinextadefence.it\/"},{"@type":"ListItem","position":2,"name":"Open source release: NetFlowMeter"}]},{"@type":"WebSite","@id":"https:\/\/tinextadefence.it\/#website","url":"https:\/\/tinextadefence.it\/","name":"Tinexta Defence","description":"think next, protect now","publisher":{"@id":"https:\/\/tinextadefence.it\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/tinextadefence.it\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-GB"},{"@type":"Organization","@id":"https:\/\/tinextadefence.it\/#organization","name":"Tinexta Defence","url":"https:\/\/tinextadefence.it\/","logo":{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/tinextadefence.it\/#\/schema\/logo\/image\/","url":"https:\/\/tinextadefence.it\/wp-content\/uploads\/2025\/03\/Tinexta_Defence_marchio.png","contentUrl":"https:\/\/tinextadefence.it\/wp-content\/uploads\/2025\/03\/Tinexta_Defence_marchio.png","width":2000,"height":990,"caption":"Tinexta Defence"},"image":{"@id":"https:\/\/tinextadefence.it\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/tinextadefence.it\/#\/schema\/person\/0dc89f3eeaa8cd7b7c354b61c84d164d","name":"Federica Casadei","image":{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/tinextadefence.it\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/6b35becb35fb83a681c7b431c36de302b4101b5ef0c48984910308c04617428f?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/6b35becb35fb83a681c7b431c36de302b4101b5ef0c48984910308c04617428f?s=96&d=mm&r=g","caption":"Federica Casadei"}}]}},"_links":{"self":[{"href":"https:\/\/tinextadefence.it\/en\/wp-json\/wp\/v2\/posts\/29285","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tinextadefence.it\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tinextadefence.it\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tinextadefence.it\/en\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/tinextadefence.it\/en\/wp-json\/wp\/v2\/comments?post=29285"}],"version-history":[{"count":0,"href":"https:\/\/tinextadefence.it\/en\/wp-json\/wp\/v2\/posts\/29285\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/tinextadefence.it\/en\/wp-json\/wp\/v2\/media\/29286"}],"wp:attachment":[{"href":"https:\/\/tinextadefence.it\/en\/wp-json\/wp\/v2\/media?parent=29285"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tinextadefence.it\/en\/wp-json\/wp\/v2\/categories?post=29285"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tinextadefence.it\/en\/wp-json\/wp\/v2\/tags?post=29285"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}