{"id":2176,"date":"2026-03-15T12:55:00","date_gmt":"2026-03-15T12:55:00","guid":{"rendered":"https:\/\/abstractionslab.com\/?p=2176"},"modified":"2026-03-17T10:08:43","modified_gmt":"2026-03-17T10:08:43","slug":"idps-escape-v0-7-v0-8-sonar-anomaly-detection-decipher-cti-integration-risk-aware-automated-response-engine","status":"publish","type":"post","link":"https:\/\/abstractionslab.com\/index.php\/2026\/03\/15\/idps-escape-v0-7-v0-8-sonar-anomaly-detection-decipher-cti-integration-risk-aware-automated-response-engine\/","title":{"rendered":"IDPS-ESCAPE (V0.7 + V0.8): SONAR, DECIPHER CTI, RADAR risk engine"},"content":{"rendered":"\n

March 15, 2026 \u2014 Abstractions Lab announces the joint release of IDPS-ESCAPE v0.7 and v0.8. Together, these two releases represent the most significant functional leap in the project since RADAR was introduced in v0.4.<\/p>\n\n\n\n

\"\"<\/a>
IDPS-ESCAPE<\/a><\/figcaption><\/figure><\/div>\n\n\n\n

For a visual user-oriented tour of IDPS-ESCAPE, visit the product presentation page<\/strong><\/a>. The release is now available on GitHub<\/a>.<\/p>\n\n\n\n

\"\"<\/a><\/figure><\/div>\n\n\n\n

v0.7 delivers SONAR \u2014 a production-grade multivariate anomaly detection engine \u2014 a risk computation model for RADAR, and the first structural integration of SATRAP-DL<\/a><\/strong>‘s DECIPHER<\/a> subsystem. v0.8 completes that integration with a fully operational DecipherClient<\/code>, adds health check and attack simulation tooling, and upgrades the SpecEngine and traceability layer to C5-DEC v1.2<\/a><\/strong>. Together, they close the loop on IDPS-ESCAPE’s MAPE-K (Monitor, Analyze, Plan, Execute, Knowledge) architecture: detection signals flow into a mathematically grounded risk engine, trigger risk-scaled automated responses enriched by live CTI, and generate Flowintel incident cases automatically \u2014 all within a fully traceable, specification-driven environment.<\/p>\n\n\n\n

Key Highlights Of V0.7 And V0.8<\/h2>\n\n\n\n

SONAR: A Production-Grade Multivariate Anomaly Detection Engine<\/h3>\n\n\n\n

SONAR (SIEM-Oriented Neural Anomaly Recognition), the headline feature of v0.7, is a complete redesign of ADBox as a production-ready anomaly detection subsystem for Wazuh. Powered by Microsoft’s MTAD-GAT deep learning library, it operates directly on Wazuh alert streams through a YAML-based scenario system that makes detection workflows fully repeatable and version-controllable without touching Python code. Four pre-built scenario templates ship out of the box; a debug mode enables full offline train-detect cycles without a live Wazuh instance. With SONAR reaching production status, ADBox has been formally designated as a legacy research engine.<\/p>\n\n\n\n

A Risk Engine And Three-Tier Automated Response For RADAR<\/h3>\n\n\n\n

v0.7 replaces RADAR’s ad-hoc per-scenario decision logic with a principled weighted fusion model: the normalized risk score <\/p>\n\n\n\n

R<\/mi>\u2208<\/mo>[<\/mo>0,1<\/mn>]<\/mo>=<\/mo>w<\/mi>a<\/mi><\/msub>\u22c5<\/mo>A<\/mi>+<\/mo>w<\/mi>s<\/mi><\/msub>\u22c5<\/mo>S<\/mi>+<\/mo>w<\/mi>t<\/mi><\/msub>\u22c5<\/mo>T<\/mi><\/mrow>R \\in [0,1] = w_a \\cdot A + w_s \\cdot S + w_t \\cdot T<\/annotation><\/semantics><\/math><\/div>\n\n\n\n

combines anomaly detection signal A, signature-based risk S, and DECIPHER CTI score T. The score drives a three-tier response system \u2014 notification, remediation with case creation, and full host isolation \u2014 implemented in a single consolidated active response script (radar_ar.py<\/code>) that replaces the previous fragmented per-scenario implementations. v0.8 refines the tier boundaries and separates per-tier mitigation configuration for finer operational control.<\/p>\n\n\n\n

DECIPHER Integration: From Stub To Full Production Client<\/h3>\n\n\n\n

v0.7 introduced a SatrapClientMock<\/code> stub establishing the DECIPHER interface contract; v0.8 replaces it with a fully operational DecipherClient<\/code> communicating with DECIPHER’s REST API. When RADAR fires a medium- or high-risk response, DecipherClient<\/code> queries DECIPHER for MISP-backed IOC assessments, receives a CTI score, fuses it into the overall risk score, and opens a structured Flowintel case \u2014 all without manual SOC intervention.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

Flowintel incident cases created automatically by DECIPHER with full RADAR context: scenario, detection type, risk tier, CTI breakdown, and IOC set.<\/p>\n\n\n\n

RADAR Health Checks And Attack Simulation<\/h3>\n\n\n\n

v0.8 adds a health check tool, an Ansible-driven diagnostic framework that verifies the reachability and functional status of all RADAR stack components on both manager and agent nodes. Complementing it, an attack simulation tool provides a controlled harness for exercising all three production scenarios \u2014 GeoIP anomaly, log volume change, and suspicious login \u2014 using dedicated Python simulation modules, with a companion Ansible playbook extending simulation support to remote agents.<\/p>\n\n\n\n

SpecEngine Tooling And Traceability Infrastructure<\/h3>\n\n\n\n

v0.8 consolidates all SpecEngine scripts from C5-DEC v1.2<\/a><\/strong>, adding c5graph.py<\/code> (interactive Cytoscape.js specification graph), c5mermaid.py<\/code> (Mermaid-to-SVG\/PNG rendering for Doorstop items), and prune_bad_links.py<\/code> (automated link hygiene). The existing c5traceability.py<\/code> and c5browser.py<\/code> have been upgraded with richer coverage metrics, per-column filtering, and correct numeric sorting, and both are now integrated into the publish.sh<\/code> workflow.<\/p>\n\n\n\n

Specification Completeness, TRP Consolidation, And Product Website<\/h3>\n\n\n\n

New and revised HARC, LARC, and SWD items achieve technical specification completeness across RADAR and SONAR, with explicit source-file references replacing verbose pseudocode. The previously separate TRA and TRB test execution document types have been merged into a unified TRP (Test Case Execution Report) format. v0.8 also introduces the IDPS-ESCAPE product presentation page<\/strong><\/a>, providing a user-oriented visual overview of the platform.<\/p>\n\n\n\n

Availability<\/h2>\n\n\n\n

IDPS-ESCAPE v0.8 product presentation page:<\/p>\n\n\n\n

https:\/\/abstractionslab.github.io\/idps-escape\/website\/product-presentation.html<\/a><\/p>\n\n\n\n

IDPS-ESCAPE v0.7 and v0.8 are available now as free and open-source releases on GitHub, including updated documentation, user manuals, Ansible deployment automation, and a complete technical specification tree with traceability coverage:<\/p>\n\n\n\n

https:\/\/github.com\/AbstractionsLab\/idps-escape<\/a><\/p>\n\n\n\n

A live specification browser and traceability statistics report at:
https:\/\/abstractionslab.github.io\/idps-escape\/traceability\/index.html<\/a><\/p>\n\n\n\n

Community feedback and contributions are welcome.<\/p>\n","protected":false},"excerpt":{"rendered":"

March 15, 2026 \u2014 Abstractions Lab announces the joint release of IDPS-ESCAPE v0.7 and v0.8. Together, these two releases represent […]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","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":"","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":""},"categories":[6,10],"tags":[9],"class_list":["post-2176","post","type-post","status-publish","format-standard","hentry","category-cyfort","category-idps-escape","tag-software-release-2"],"yoast_head":"\nIDPS-ESCAPE (V0.7 + V0.8): SONAR, DECIPHER CTI, RADAR risk engine - Abstractions Lab<\/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:\/\/abstractionslab.com\/index.php\/2026\/03\/15\/idps-escape-v0-7-v0-8-sonar-anomaly-detection-decipher-cti-integration-risk-aware-automated-response-engine\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"IDPS-ESCAPE (V0.7 + V0.8): SONAR, DECIPHER CTI, RADAR risk engine - Abstractions Lab\" \/>\n<meta property=\"og:description\" content=\"March 15, 2026 \u2014 Abstractions Lab announces the joint release of IDPS-ESCAPE v0.7 and v0.8. 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