{"id":2256,"date":"2026-05-08T20:07:23","date_gmt":"2026-05-08T20:07:23","guid":{"rendered":"https:\/\/abstractionslab.com\/?p=2256"},"modified":"2026-05-15T11:19:08","modified_gmt":"2026-05-15T11:19:08","slug":"satrap-dl-v1-0-now-on-github","status":"publish","type":"post","link":"https:\/\/abstractionslab.com\/index.php\/2026\/05\/08\/satrap-dl-v1-0-now-on-github\/","title":{"rendered":"SATRAP-DL v1.0 now on GitHub!"},"content":{"rendered":"\n<p class=\"has-text-align-center has-medium-font-size wp-block-paragraph\">We are happy to announce the<strong> release of <a href=\"https:\/\/github.com\/AbstractionsLab\/satrap-dl\" target=\"_blank\" rel=\"noreferrer noopener\"><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-ast-global-color-0-color\">SATRAP-DL v1.0<\/mark><\/strong><\/a><\/strong>, a suite for intelligence-driven security operations.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized has-custom-border is-style-default\"><a href=\"https:\/\/abstractionslab.github.io\/satrap-dl\/website\/product-presentation.html\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"400\" src=\"https:\/\/abstractionslab.com\/wp-content\/uploads\/2026\/03\/2D2B2_LOG_SATRAP-DL-Beta-400x400_v1.0.png\" alt=\"SATRAP-DL logo\" class=\"wp-image-2153\" style=\"border-style:none;border-width:0px;border-top-left-radius:16px;border-top-right-radius:16px;border-bottom-left-radius:16px;border-bottom-right-radius:16px;width:150px\" srcset=\"https:\/\/abstractionslab.com\/wp-content\/uploads\/2026\/03\/2D2B2_LOG_SATRAP-DL-Beta-400x400_v1.0.png 400w, https:\/\/abstractionslab.com\/wp-content\/uploads\/2026\/03\/2D2B2_LOG_SATRAP-DL-Beta-400x400_v1.0-300x300.png 300w, https:\/\/abstractionslab.com\/wp-content\/uploads\/2026\/03\/2D2B2_LOG_SATRAP-DL-Beta-400x400_v1.0-150x150.png 150w\" sizes=\"auto, (max-width: 400px) 100vw, 400px\" \/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">What started as an Alpha release focused on knowledge representation has evolved into a suite of tools combining automated CTI analysis with real-time incident analysis, supporting detection, enrichment, and response orchestration workflows.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">SATRAP-DL is built entirely on open-source foundations and designed to integrate seamlessly into existing open-source security ecosystems: TypeDB for a knowledge base, STIX 2.1 for threat data representation, MISP as a threat intelligence platform, Flowintel for incident management and IDPS-ESCAPE for SOAR operations.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>From Alpha to v1.0<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">With the release of SATRAP in March 2025, we made available for the open-source community a cyber threat intelligence analysis system built on a sound threat derivation approach: a knowledge representation system built on TypeDB underpins explainable, logic-based reasoning over STIX 2.1 threat data, accessible via a Python library of CTI functions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">By the Beta release in March 2026, we added DECIPHER, extending SATRAP-DL to the operational boundary where security alerts meet intelligence-driven decision making relying on the integration with other open-source cybersecurity tools (MISP and Flowintel).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Today, SATRAP-DL v1.0 introduces a <strong>stable and extensible core<\/strong>, ready to support tailored customization and varied <strong>organizational use cases<\/strong>. Beyond bugfixes, code quality improvements, testing, and documentation updates (technical and user oriented), this release integrates the use of the Flowintel&#8217;s central repository of templates, a recently added feature in the case management tool.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>What&#8217;s New in v1.0<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Flowintel Template Repository Integration<\/strong><br>A dedicated repository of templates (supported from Flowintel v3.1.0) acts now as a centralized CyFORT incident templates library. This architectural refinement allows organizations to <strong>maintain a single source of truth directly in Flowintel<\/strong>, the dedicated incident management system, relieving DECIPHER from template management, thus, keeping a cleaner separation of concerns.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Comprehensive Testing &amp; Documentation<\/strong><br><strong>Expanded unit and integration tests<\/strong> covering the new Flowintel integration points, <strong>complete user manuals<\/strong> for both SATRAP and DECIPHER and <strong>updated technical specifications<\/strong> accessible via our <a href=\"https:\/\/abstractionslab.github.io\/satrap-dl\/traceability\/index.html\">traceability website<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>The SATRAP-DL synergy<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">SATRAP-DL assists you with automation of CTI at different layers:<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-7387b849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>SATRAP<\/strong> remains your platform for offline, strategic threat understanding and in-depth CTI analysis:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Query a knowledge base of threat intelligence using expressive TypeQL<\/li>\n\n\n\n<li>Use CTI search functions programmatically and receive explainable answers<\/li>\n\n\n\n<li>Apply custom inference rules to discover threat actor relationships, tool usage patterns, and mitigation strategies<\/li>\n\n\n\n<li>Explore interactive playbooks via Jupyter Notebooks for collaborative investigations<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>DECIPHER<\/strong> is your operational partner for tactical real-time intelligence in live security operations:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Analyze security alerts from detection systems like Wazuh-RADAR<\/li>\n\n\n\n<li>Automatically search MISP for related threat intelligence<\/li>\n\n\n\n<li>Compute a transparent severity-confidence score based on event threat levels, sighting frequencies, and ATT&amp;CK threat tagging<\/li>\n\n\n\n<li>Create prioritized cases in Flowintel with full incident context<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Get Started<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">We invite you to try SATRAP-DL v1.0 and discover how intelligence-driven automation can strengthen your security operations.<\/p>\n\n\n\n<div class=\"wp-block-uagb-icon-list uagb-block-0e2adfc7\"><div class=\"uagb-icon-list__wrap\">\n<div class=\"wp-block-uagb-icon-list-child uagb-block-c4fa565f\"><span class=\"uagb-icon-list__source-wrap\"><svg xmlns=\"https:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\"><path d=\"M480 352h-133.5l-45.25 45.25C289.2 409.3 273.1 416 256 416s-33.16-6.656-45.25-18.75L165.5 352H32c-17.67 0-32 14.33-32 32v96c0 17.67 14.33 32 32 32h448c17.67 0 32-14.33 32-32v-96C512 366.3 497.7 352 480 352zM432 456c-13.2 0-24-10.8-24-24c0-13.2 10.8-24 24-24s24 10.8 24 24C456 445.2 445.2 456 432 456zM233.4 374.6C239.6 380.9 247.8 384 256 384s16.38-3.125 22.62-9.375l128-128c12.49-12.5 12.49-32.75 0-45.25c-12.5-12.5-32.76-12.5-45.25 0L288 274.8V32c0-17.67-14.33-32-32-32C238.3 0 224 14.33 224 32v242.8L150.6 201.4c-12.49-12.5-32.75-12.5-45.25 0c-12.49 12.5-12.49 32.75 0 45.25L233.4 374.6z\"><\/path><\/svg><\/span><span class=\"uagb-icon-list__label\">Clone the GitHub repository<\/span><\/div>\n\n\n\n<div class=\"wp-block-uagb-icon-list-child uagb-block-454ebfda\"><span class=\"uagb-icon-list__source-wrap\"><svg xmlns=\"https:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 640 512\"><path d=\"M400 0C426.5 0 448 21.49 448 48V144C448 170.5 426.5 192 400 192H352V224H608C625.7 224 640 238.3 640 256C640 273.7 625.7 288 608 288H512V320H560C586.5 320 608 341.5 608 368V464C608 490.5 586.5 512 560 512H400C373.5 512 352 490.5 352 464V368C352 341.5 373.5 320 400 320H448V288H192V320H240C266.5 320 288 341.5 288 368V464C288 490.5 266.5 512 240 512H80C53.49 512 32 490.5 32 464V368C32 341.5 53.49 320 80 320H128V288H32C14.33 288 0 273.7 0 256C0 238.3 14.33 224 32 224H288V192H240C213.5 192 192 170.5 192 144V48C192 21.49 213.5 0 240 0H400zM256 64V128H384V64H256zM224 448V384H96V448H224zM416 384V448H544V384H416z\"><\/path><\/svg><\/span><span class=\"uagb-icon-list__label\">Follow the <a href=\"https:\/\/github.com\/AbstractionsLab\/satrap-dl\/blob\/main\/deployment\/README.md\"><\/a><a href=\"https:\/\/github.com\/AbstractionsLab\/satrap-dl\/blob\/main\/deployment\/README.md\">setup guide<\/a>  to deploy the infrastructure with a single command<\/span><\/div>\n<\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>End-users and security analysts<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<div class=\"wp-block-uagb-icon-list uagb-block-e6e21e76\"><div class=\"uagb-icon-list__wrap\">\n<div class=\"wp-block-uagb-icon-list-child uagb-block-d0a97f8e\"><span class=\"uagb-icon-list__source-wrap\"><svg xmlns=\"https:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 576 512\"><path d=\"M528.3 46.5H388.5c-48.1 0-89.9 33.3-100.4 80.3-10.6-47-52.3-80.3-100.4-80.3H48c-26.5 0-48 21.5-48 48v245.8c0 26.5 21.5 48 48 48h89.7c102.2 0 132.7 24.4 147.3 75 .7 2.8 5.2 2.8 6 0 14.7-50.6 45.2-75 147.3-75H528c26.5 0 48-21.5 48-48V94.6c0-26.4-21.3-47.9-47.7-48.1zM242 311.9c0 1.9-1.5 3.5-3.5 3.5H78.2c-1.9 0-3.5-1.5-3.5-3.5V289c0-1.9 1.5-3.5 3.5-3.5h160.4c1.9 0 3.5 1.5 3.5 3.5v22.9zm0-60.9c0 1.9-1.5 3.5-3.5 3.5H78.2c-1.9 0-3.5-1.5-3.5-3.5v-22.9c0-1.9 1.5-3.5 3.5-3.5h160.4c1.9 0 3.5 1.5 3.5 3.5V251zm0-60.9c0 1.9-1.5 3.5-3.5 3.5H78.2c-1.9 0-3.5-1.5-3.5-3.5v-22.9c0-1.9 1.5-3.5 3.5-3.5h160.4c1.9 0 3.5 1.5 3.5 3.5v22.9zm259.3 121.7c0 1.9-1.5 3.5-3.5 3.5H337.5c-1.9 0-3.5-1.5-3.5-3.5v-22.9c0-1.9 1.5-3.5 3.5-3.5h160.4c1.9 0 3.5 1.5 3.5 3.5v22.9zm0-60.9c0 1.9-1.5 3.5-3.5 3.5H337.5c-1.9 0-3.5-1.5-3.5-3.5V228c0-1.9 1.5-3.5 3.5-3.5h160.4c1.9 0 3.5 1.5 3.5 3.5v22.9zm0-60.9c0 1.9-1.5 3.5-3.5 3.5H337.5c-1.9 0-3.5-1.5-3.5-3.5v-22.8c0-1.9 1.5-3.5 3.5-3.5h160.4c1.9 0 3.5 1.5 3.5 3.5V190z\"><\/path><\/svg><\/span><span class=\"uagb-icon-list__label\"><strong>Explore<\/strong>: Visit the <a href=\"https:\/\/abstractionslab.github.io\/satrap-dl\/website\/product-presentation.html\">product presentation page<\/a> for a visual tour of SATRAP-DL&#8217;s capabilities.<\/span><\/div>\n\n\n\n<div class=\"wp-block-uagb-icon-list-child uagb-block-d651a8a7\"><span class=\"uagb-icon-list__source-wrap\"><svg xmlns=\"https:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\"><path d=\"M421.7 220.3L188.5 453.4L154.6 419.5L158.1 416H112C103.2 416 96 408.8 96 400V353.9L92.51 357.4C87.78 362.2 84.31 368 82.42 374.4L59.44 452.6L137.6 429.6C143.1 427.7 149.8 424.2 154.6 419.5L188.5 453.4C178.1 463.8 165.2 471.5 151.1 475.6L30.77 511C22.35 513.5 13.24 511.2 7.03 504.1C.8198 498.8-1.502 489.7 .976 481.2L36.37 360.9C40.53 346.8 48.16 333.9 58.57 323.5L291.7 90.34L421.7 220.3zM492.7 58.75C517.7 83.74 517.7 124.3 492.7 149.3L444.3 197.7L314.3 67.72L362.7 19.32C387.7-5.678 428.3-5.678 453.3 19.32L492.7 58.75z\"><\/path><\/svg><\/span><span class=\"uagb-icon-list__label\"><strong>Configure for your environment<\/strong>: Customize threat scoring weights, MISP connection details, and Flowintel integration without touching code.<\/span><\/div>\n\n\n\n<div class=\"wp-block-uagb-icon-list-child uagb-block-05ce294a\"><span class=\"uagb-icon-list__source-wrap\"><svg xmlns=\"https:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 640 512\"><path d=\"M400 0C426.5 0 448 21.49 448 48V144C448 170.5 426.5 192 400 192H352V224H608C625.7 224 640 238.3 640 256C640 273.7 625.7 288 608 288H512V320H560C586.5 320 608 341.5 608 368V464C608 490.5 586.5 512 560 512H400C373.5 512 352 490.5 352 464V368C352 341.5 373.5 320 400 320H448V288H192V320H240C266.5 320 288 341.5 288 368V464C288 490.5 266.5 512 240 512H80C53.49 512 32 490.5 32 464V368C32 341.5 53.49 320 80 320H128V288H32C14.33 288 0 273.7 0 256C0 238.3 14.33 224 32 224H288V192H240C213.5 192 192 170.5 192 144V48C192 21.49 213.5 0 240 0H400zM256 64V128H384V64H256zM224 448V384H96V448H224zM416 384V448H544V384H416z\"><\/path><\/svg><\/span><span class=\"uagb-icon-list__label\"><strong>Integrate with your detection layer<\/strong>: Connect your SIEM or alert sources via DECIPHER&#8217;s REST API endpoints<\/span><\/div>\n<\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Developers and contributors<\/strong><\/h3>\n\n\n\n<div class=\"wp-block-uagb-icon-list uagb-block-78ea1383\"><div class=\"uagb-icon-list__wrap\">\n<div class=\"wp-block-uagb-icon-list-child uagb-block-6624216d\"><span class=\"uagb-icon-list__source-wrap\"><svg xmlns=\"https:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 576 512\"><path d=\"M528.3 46.5H388.5c-48.1 0-89.9 33.3-100.4 80.3-10.6-47-52.3-80.3-100.4-80.3H48c-26.5 0-48 21.5-48 48v245.8c0 26.5 21.5 48 48 48h89.7c102.2 0 132.7 24.4 147.3 75 .7 2.8 5.2 2.8 6 0 14.7-50.6 45.2-75 147.3-75H528c26.5 0 48-21.5 48-48V94.6c0-26.4-21.3-47.9-47.7-48.1zM242 311.9c0 1.9-1.5 3.5-3.5 3.5H78.2c-1.9 0-3.5-1.5-3.5-3.5V289c0-1.9 1.5-3.5 3.5-3.5h160.4c1.9 0 3.5 1.5 3.5 3.5v22.9zm0-60.9c0 1.9-1.5 3.5-3.5 3.5H78.2c-1.9 0-3.5-1.5-3.5-3.5v-22.9c0-1.9 1.5-3.5 3.5-3.5h160.4c1.9 0 3.5 1.5 3.5 3.5V251zm0-60.9c0 1.9-1.5 3.5-3.5 3.5H78.2c-1.9 0-3.5-1.5-3.5-3.5v-22.9c0-1.9 1.5-3.5 3.5-3.5h160.4c1.9 0 3.5 1.5 3.5 3.5v22.9zm259.3 121.7c0 1.9-1.5 3.5-3.5 3.5H337.5c-1.9 0-3.5-1.5-3.5-3.5v-22.9c0-1.9 1.5-3.5 3.5-3.5h160.4c1.9 0 3.5 1.5 3.5 3.5v22.9zm0-60.9c0 1.9-1.5 3.5-3.5 3.5H337.5c-1.9 0-3.5-1.5-3.5-3.5V228c0-1.9 1.5-3.5 3.5-3.5h160.4c1.9 0 3.5 1.5 3.5 3.5v22.9zm0-60.9c0 1.9-1.5 3.5-3.5 3.5H337.5c-1.9 0-3.5-1.5-3.5-3.5v-22.8c0-1.9 1.5-3.5 3.5-3.5h160.4c1.9 0 3.5 1.5 3.5 3.5V190z\"><\/path><\/svg><\/span><span class=\"uagb-icon-list__label\"><strong>Review the architecture<\/strong>: Explore the technical specifications documenting system design, data models, and requirements traceability<\/span><\/div>\n\n\n\n<div class=\"wp-block-uagb-icon-list-child uagb-block-189352d1\"><span class=\"uagb-icon-list__source-wrap\"><svg xmlns=\"https:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 640 512\"><path d=\"M414.8 40.79L286.8 488.8C281.9 505.8 264.2 515.6 247.2 510.8C230.2 505.9 220.4 488.2 225.2 471.2L353.2 23.21C358.1 6.216 375.8-3.624 392.8 1.232C409.8 6.087 419.6 23.8 414.8 40.79H414.8zM518.6 121.4L630.6 233.4C643.1 245.9 643.1 266.1 630.6 278.6L518.6 390.6C506.1 403.1 485.9 403.1 473.4 390.6C460.9 378.1 460.9 357.9 473.4 345.4L562.7 256L473.4 166.6C460.9 154.1 460.9 133.9 473.4 121.4C485.9 108.9 506.1 108.9 518.6 121.4V121.4zM166.6 166.6L77.25 256L166.6 345.4C179.1 357.9 179.1 378.1 166.6 390.6C154.1 403.1 133.9 403.1 121.4 390.6L9.372 278.6C-3.124 266.1-3.124 245.9 9.372 233.4L121.4 121.4C133.9 108.9 154.1 108.9 166.6 121.4C179.1 133.9 179.1 154.1 166.6 166.6V166.6z\"><\/path><\/svg><\/span><span class=\"uagb-icon-list__label\"><strong>Extend DECIPHER<\/strong>: Build new alert analyzers for additional threat scenarios, leveraging the extensible analyzer framework<\/span><\/div>\n\n\n\n<div class=\"wp-block-uagb-icon-list-child uagb-block-44d54f9f\"><span class=\"uagb-icon-list__source-wrap\"><svg xmlns=\"https:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 640 512\"><path d=\"M414.8 40.79L286.8 488.8C281.9 505.8 264.2 515.6 247.2 510.8C230.2 505.9 220.4 488.2 225.2 471.2L353.2 23.21C358.1 6.216 375.8-3.624 392.8 1.232C409.8 6.087 419.6 23.8 414.8 40.79H414.8zM518.6 121.4L630.6 233.4C643.1 245.9 643.1 266.1 630.6 278.6L518.6 390.6C506.1 403.1 485.9 403.1 473.4 390.6C460.9 378.1 460.9 357.9 473.4 345.4L562.7 256L473.4 166.6C460.9 154.1 460.9 133.9 473.4 121.4C485.9 108.9 506.1 108.9 518.6 121.4V121.4zM166.6 166.6L77.25 256L166.6 345.4C179.1 357.9 179.1 378.1 166.6 390.6C154.1 403.1 133.9 403.1 121.4 390.6L9.372 278.6C-3.124 266.1-3.124 245.9 9.372 233.4L121.4 121.4C133.9 108.9 154.1 108.9 166.6 121.4C179.1 133.9 179.1 154.1 166.6 166.6V166.6z\"><\/path><\/svg><\/span><span class=\"uagb-icon-list__label\"><strong>Customize inference rules<\/strong>: Define domain-specific reasoning rules in TypeQL for your organization&#8217;s threat landscape<\/span><\/div>\n<\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<div class=\"wp-block-uagb-advanced-heading uagb-block-90c440c9\"><h2 class=\"uagb-heading-text\"><strong>Get in touch<\/strong><\/h2><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">We welcome feedback, feature requests, and contributions. Reach out at <strong>info@abstractionslab.lu<\/strong>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>We are happy to announce the release of SATRAP-DL v1.0, a suite for intelligence-driven security operations. 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