{"id":31374,"date":"2026-07-07T14:49:19","date_gmt":"2026-07-07T12:49:19","guid":{"rendered":"https:\/\/www.ifabfoundation.org\/project\/safe-secure-anomaly-detection-edge-ai-system-for-critical-environments\/"},"modified":"2026-07-28T11:10:56","modified_gmt":"2026-07-28T09:10:56","slug":"safe-secure-anomaly-detection-edge-ai-system-for-critical-environments","status":"publish","type":"project","link":"https:\/\/www.ifabfoundation.org\/en\/project\/safe-secure-anomaly-detection-edge-ai-system-for-critical-environments\/","title":{"rendered":"SAFE: Secure anomaly detection edge AI system For critical Environments"},"content":{"rendered":"<p>National Centre for HPC, Big Data and Quantum Computing (ICSC), a project funded by the European Union \u2013 NextGenerationEU \u2013 and by Italy&#8217;s National Recovery and Resilience Plan (PNRR) \u2013 Mission 4, Component 2.<\/p>\n<h3>Objectives<\/h3>\n<p>The goal is to improve safety and efficiency in industries where numerous variables could endanger materials or affect productivity. This is particularly challenging in sectors such as food, chemicals, and energy, due to the number of variables and potential hazards that must be taken into account for effective anomaly prediction.<\/p>\n<h3>Initial Challenge<\/h3>\n<p>Given the need for precise and reliable monitoring of controlled environments such as food, chemical, and energy industries, the project will design a system to improve efficiency. The variables related to safety and efficiency are numerous, which implies a certain degree of process complexity.<\/p>\n<h3>Solution<\/h3>\n<p>Generative AI techniques will enable the development of synthetic data generation models that reproduce operational anomalies. The Edge AI model will then be trained on the model architecture best suited to the project&#8217;s needs.<\/p>\n<h3>Benefits<\/h3>\n<p><span data-contrast=\"auto\">The Edge AI systems will be trained on a significant amount of data, taking into account existing recorded anomalies, contributing to the creation of a relevant dataset. In addition, different malfunction conditions will first be tested in controlled environments to ensure they are easily recognizable and resolvable. Overall, the project will be scalable and useful for all types of industry. <\/span><\/p>\n<h3>Partners<\/h3>\n<ul>\n<li><a href=\"https:\/\/www.ifabfoundation.org\/it\/\">IFAB<\/a><\/li>\n<li><a>University of Bologna<\/a><\/li>\n<li><a href=\"https:\/\/www.bonfiglioli.com\/italy\/it\">Bonfiglioli<\/a><\/li>\n<li><a href=\"https:\/\/www.tampieri.com\/\">Tampieri Financial Group<\/a><\/li>\n<li><a href=\"https:\/\/www.seco.com\/it\/\">SECO<\/a><\/li>\n<\/ul>\n<h3>Spokes involved<\/h3>\n<ul>\n<li><a href=\"https:\/\/www.supercomputing-icsc.it\/en\/spoke-2-fundamental-research-space-economy-en\/\">Spoke 2<\/a><\/li>\n<\/ul>\n<p>For more information, contact: <a title=\"mailto:barbara.vecchi@ifabfoundation.org\" href=\"mailto:barbara.vecchi@ifabfoundation.org\" target=\"_blank\" rel=\"noopener noreferrer\" data-auth=\"NotApplicable\" data-safelink=\"true\" data-linkindex=\"1\">projects@ifabfoundation.org<\/a><\/p>\n","protected":false},"author":73,"featured_media":32746,"parent":0,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categoria-project":[251],"class_list":["post-31374","project","type-project","status-publish","format-standard","has-post-thumbnail","hentry","categoria-project-industry-and-manufacturing"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>SAFE: Secure anomaly detection edge AI system For critical Environments - IFAB International Foundation<\/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:\/\/www.ifabfoundation.org\/en\/project\/safe-secure-anomaly-detection-edge-ai-system-for-critical-environments\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SAFE: Secure anomaly detection edge AI system For critical Environments - IFAB International Foundation\" \/>\n<meta property=\"og:description\" content=\"National Centre for HPC, Big Data and Quantum Computing (ICSC), a project funded by the European Union \u2013 NextGenerationEU \u2013 and by Italy&#8217;s National Recovery and Resilience Plan (PNRR) \u2013 Mission 4, Component 2. 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