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# FAITH project

Fostering Artificial Intelligence Trust for Humans towards the optimization of trustworthiness through large-scale pilots in critical domains

## Sitemaps

- [XML Sitemap](https://faith-ec-project.eu/sitemap.xml): Contains all public & indexable URLs for this website.

## Posts

- [Empowering Educators with Trusted AI Tools: FAITH Meets European STEM Teachers](https://faith-ec-project.eu/empowering-educators-with-trusted-ai-tools-faith-meets-european-stem-teachers/) - The AI Horizons in Education International Course 2026 (5-10/07/2026), organized within the framework of the annual ESIA Summer School by EA, with the support of ICCS and the participation of teachers from different European countries, brought together STEM educators to explore the transformative potential of Artificial Intelligence in education. During this five-day training event, participants
- [FAITH project at the 32nd ICE/IEEE ITMC Conference in Porto](https://faith-ec-project.eu/faith-project-at-the-32nd-ice-ieee-itmc-conference-in-porto/) - The FAITH project was proudly represented at the 32nd ICE/IEEE ITMC Conference in Porto, one of the flagship events of the IEEE Technology and Engineering Management Society (TEMS), with active participation in both a panel discussion and a dedicated parallel session on trustworthy AI. Professor Gregoris Mentzas participated in the panel discussion "Generative AI for Technology Management in the Context
- [Our 3rd newsletter has been published!](https://faith-ec-project.eu/our-3rd-newsletter-has-been-published/) - The third issue of our newsletter has been published! In this issue: 1. FAITH Enters Operational Phase by N. Tachos 2. Description and vision of LSP3 - Education 3. Presentation of TrustGuard 4. FAITH in Practice: An Interview on AI, Robotics, and Port Innovation 5. Partner presentation: ICCS and Ellinogermaniki Read more here. Do not
- [Stakeholder Workshop in Ravenna Showcases Advances in Trustworthy AI-Driven Underwater Robotics](https://faith-ec-project.eu/stakeholder-workshop-in-ravenna-showcases-advances-in-trustworthy-ai-driven-underwater-robotics/) - The port of Ravenna recently hosted a stakeholder workshop bringing together project partners, researchers and end users to exchange insights on the latest developments in trustworthy AI-driven underwater robotics within the FAITH Project initiative. The workshop focused on two of the project’s key technological pillars supporting robotics pilot activities: Automatic Target Recognition (ATR) : enabling autonomous underwater vehicles
- [From trustworthy AI to real clinical impact](https://faith-ec-project.eu/from-trustworthy-ai-to-real-clinical-impact/) - At FAITH, we focus on building transparent, human-centred, and trustworthy AI for healthcare. That’s why we’re excited to celebrate the FUTURE-AI anniversary with a timely webinar on how AI is reshaping one of medicine’s most data-intensive fields: radiology. FUTURE-AI Anniversary Webinar: “The Future of AI and the Radiology Workforce” by Curtis P. Langlotz, MD, PhD.
- [FAITH Project Showcased at “AI & Books: Writing the Lesson of the Future” Event](https://faith-ec-project.eu/faith-project-showcased-at-ai-books-writing-the-lesson-of-the-future-event/) - On 17 December 2025, the event “AI & Books: Writing the Lesson of the Future” took place at the Stavros Niarchos Foundation Cultural Center (SNFCC). The event was addressed to secondary education teachers, with a particular focus on educators teaching STEAM disciplines. The event highlighted the practical integration of Artificial Intelligence in education, demonstrating how
- [FAITH Project Presented at the 11th eTwinning Greece Conference](https://faith-ec-project.eu/faith-project-presented-at-the-11th-etwinning-greece-conference/) - On 22 November 2025, the Educational LSP AI platform, developed within the framework of the FAITH project, was presented to educators during the 11th eTwinning Greece Conference. The conference is a national-level event that focuses on innovative uses of Information and Communication Technologies (ICT) and the promotion of collaborative school projects in primary and secondary
- [Prof. D. Fotiadis presents FAITH and CardioCare projects at the 19th International Symposium on Biomedical and Health Engineering](https://faith-ec-project.eu/prof-d-fotiadis-presents-faith-and-cardiocare-projects-at-the-19th-international-symposium-on-biomedical-and-health-engineering/) - The FAITH project is delighted to share highlights from a significant international scientific event, where cutting-edge developments in biomedical and health engineering were brought to the forefront. From 6 to 8 December 2025, the 19th International Symposium on Biomedical and Health Engineering took place in Dongguan, Guangdong, China, gathering leading researchers, innovators, and experts from around
- [Our 2nd newsletter has been published!](https://faith-ec-project.eu/our-2nd-newsletter-has-been-published/) - The second issue of our newsletter has been published! In this issue: 1. Progress summary by Prof. Fotiadis, as the Coordinator 2. Under LSP1 – Media component 3. Building Trust in AI: The FAITH Framework 4. Ageing with Confidence- FAITH’s Active Ageing pilot - Interview with Pilar Sala 5. Partner presentation: BRIDG 6. Partner presentation: ACTIVAGE
- [FAITH: Bridging Artificial Intelligence for Underwater Drones at the Ports of the Future](https://faith-ec-project.eu/faith-bridging-artificial-intelligence-underwater-drones-and-the-ports-of-the-future/) - On 4 March, the Port of Ravenna Authority hosted a dedicated stakeholder workshop for the European project FAITH – Fostering Artificial Intelligence Trust for Humans, of which the Port Authority is an active partner.FAITH operates under Horizon Europe, the EU’s largest research and innovation programme, and addresses a topic of growing global relevance: the use
- [This Time, Humans Learn About Machines: AI Literacy in the AI Act](https://faith-ec-project.eu/this-time-humans-learn-about-machines-ai-literacy-in-the-ai-act/) - BY Elora Fernandes and Abdullah Elbi - 01 October 2024 Artificial Intelligence (AI) systems have become integral to our daily lives, influencing everything from shopping to public services. While AI promises to free us from bureaucratic tasks and mobilize knowledge in ways previously impossible, it also presents challenges that require public understanding to maintain collective control over the technology.
- [Advancing Sustainability and Safety in Maritime Environments: Insights from the Port of Ravenna Authority Conference](https://faith-ec-project.eu/advancing-sustainability-and-safety-in-maritime-environments-insights-from-the-port-of-ravenna-authority-conference/) - On 9 July 2025, the Port of Ravenna Authority hosted an important dissemination conference dedicated to “Sustainability and Safety in the Maritime and Port Environment.”The event brought together high-level institutional experts, researchers, and maritime stakeholders for a focused discussion on the future of sustainable and secure port operations, with particular emphasis on emerging technologies. Key
- [Advancing Trustworthy AI: Insights from the “Future Ready – On Demand Solutions with AI, Data and Robotics” Event in Brussels](https://faith-ec-project.eu/advancing-trustworthy-ai-insights-from-the-future-ready-on-demand-solutions-with-ai-data-and-robotics-event-in-brussels/) - The FAITH consortium had a strong presence in Brussels, at the “Future Ready – On Demand Solutions with AI, Data and Robotics” event organised by the AI-on-Demand Platform and Adra – AI, Data & Robotics Association. ICCS–NTUA researcher Dimitris Apostolou presented ongoing work from three prominent European projects that collectively drive the future of trustworthy, human-centred AI. Highlighting Trust in
- [Building Trustworthy AI for the Future of Rail and Mobility: Insights from the 2nd Acceleration Event in Pisa](https://faith-ec-project.eu/building-trustworthy-ai-for-the-future-of-rail-and-mobility-insights-from-the-2nd-acceleration-event-in-pisa/) - From June 4-6, 2025, researchers from CNR-ISTI together with MERMEC Engineering took the stage at the 2nd Acceleration Event: “Artificial Intelligence Made Easy for the Railway and Mobility Value Chain” in Calambrone, Pisa. Their joint presentation focused on one of the most critical challenges in today’s AI landscape: building trustworthiness into AI systems, especially in
- [Innovation Train Journey & Rolling Conference: Firenze - Dresden](https://faith-ec-project.eu/innovation-train-journey-rolling-conference-firenze-dresden/) - The LEADER 2030 Innovation Train Journey & Rolling Conference set off from Firenze, marking the beginning of an inspiring multi-day travelling event dedicated to innovation, sustainability, and digital transformation within the European rail ecosystem. On Board from Firenze to Bolzano: Exploring AI for Sustainable Rail Innovation A delegation of 25 participants from across Europe, including
- [Empowering Educators and Learners for the Age of AI](https://faith-ec-project.eu/empowering-educators-and-learners-for-the-age-of-ai/) - The EDEN Open Classroom Conference 2025 took place on November 7–8, 2025, at Ellinogermaniki Agogi, within the framework of the Discovery Space and AI4Edu projects. The event brought together leading experts to explore the transformative role of Artificial Intelligence in education. It provided an excellent opportunity to present the work carried out in the FAITH
- [FAITH Project Featured at the European Researchers’ Night 2025](https://faith-ec-project.eu/faith-project-featured-at-the-european-researchers-night-2025/) - The European Researchers’ Night 2025 was successfully hosted once more at Ellinogermaniki Agogi in Pallini, welcoming more than 600 visitors from across Attica. Organized under the PICO project, the event transformed science into an interactive experience, inviting the public to explore topics ranging from quantum phenomena to cosmic mysteries. Throughout the evening, researchers, educators and
- [FAITH at EUSOMII 2025: Advancing Trustworthy AI in Medical Imaging](https://faith-ec-project.eu/faith-at-eusomii-2025-advancing-trustworthy-ai-in-medical-imaging/) - The FAITH project organized a dedicated session "EUSOMII meets Greece" at the EUSOMII Annual Meeting 2025, held from 10 to 11 October in Heraklion, Crete.
- [Our 1st newsletter has been published!](https://faith-ec-project.eu/our-1st-newsletter-has-been-published/) - The first issue of our newsletter has been published! In this issue: 1. The vision of the project by Prof. Fotiadis 2. Description and vision of LSP5 - Wastewater management 3. Recent EC guidelines on the AI-ACT 4. Interview with Prof. Gregory Mentzas 5. Partner presentation: VEAS and CNR Read more here. Do not forget to
- [Cleaning the sewer using AI](https://faith-ec-project.eu/cleaning-the-sewer-using-ai/) - The sewage of around a million people will be cleaned even better with the help of artificial intelligence The sewage treatment plant at Slemmestad in Asker is Norway's largest. 3,000 liters of sewage flow in here per second. After three and a half hours, at least 70 percent of the nitrogen and 90 percent of
- [Successful Meeting in Pisa: FAITH EC Project Partners Discuss Transportation & Healthcare Pilot](https://faith-ec-project.eu/successful-meeting-in-pisa-faith-ec-project-partners-discuss-transportation-healthcare-pilot/) - On November 20th, 2023, a key meeting was held at the CNR (National Research Council) research area in Pisa, Italy, to discuss the current progress and future steps for two of the Pilots of the FAITH Project: Transportation & Healthcare . The meeting brought together experts from five partners: FORTH, MERMEC, UNIPI, PGNH, and CNR. The focus of the one-day meeting was
- [Contribute to FAITH: Anonymous survey on Building and Assessing Trustworthy AI Systems](https://faith-ec-project.eu/contribute-to-faith-survey-on-building-and-assessing-trustworthy-ai-systems/) - [et_pb_section fb_built=”1″ admin_label=”section” _builder_version=”4.16″ custom_padding=”0px|||||” global_colors_info=”{}”][et_pb_row admin_label=”row” _builder_version=”4.27.2″ background_size=”initial” background_position=”top_left” background_repeat=”repeat” width=”100%” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||”][et_pb_text _builder_version=”4.27.2″ _module_preset=”default” text_orientation=”justified” hover_enabled=”0″ global_colors_info=”{}” sticky_enabled=”0″]We invite you to take part in an anonymous survey which aims to gather valuable insights for the FAITH project. FAITH aims to provide the practitioners and stakeholders of AI systems not
- [First Balkan student Summer School on Astronomy and Astrophysics](https://faith-ec-project.eu/first-balkan-student-summer-school-on-astronomy-and-astrophysics/) - «A child from the Balkans counts the stars» This action is taking place in the framework of the Discovery Space Erasmus+ Forward Looking Project and the FAITH (Fostering Artificial Intelligence Trust for Humans) Horizon Europe Project.
- [Transforming Public Transport Through Responsible AI: Insight from the FAITH Project](https://faith-ec-project.eu/transforming-public-transport-through-responsible-ai-insight-from-the-faith-project/) - by Giuseppe Riccardo Leone, Andrea Carboni, Davide Moroni, and Sara Colantonio (CNR-ISTI) In the framework of the FAITH project, an AI-powered large-scale pilot is being organised to showcase the opportunities offered by advancements in edge computing and computer vision. The goal is to provide innovative ways to ensure safer and more sustainable public transport, encouraging
- [FAITH at the European Big Data Value Forum in Budapest](https://faith-ec-project.eu/faith-at-the-european-big-data-value-forum-in-budapest/) - ATC (A. Ramfos) was in a panel in EBDVF 2024 in the session ‘RISK assessment and trust in socio-technical AI-systems’,
- [FAITH At Madeira Digital Transformation Week 2024](https://faith-ec-project.eu/faith-at-madeira-digital-transformation-week-2024/) - FAITH At Madeira Digital Transformation Week 2024
- [FAITH at the Workshop on EU-funded Marine Robotics and Applications (EMRA) in Arenzano](https://faith-ec-project.eu/faith-at-the-workshop-on-eu-funded-marine-robotics-and-applications-emra-in-arenzano/) - A successful Maritime Co-creation Workshop, titled "Co-creation workshop for investigating the concept of AI-trustworthiness in the maritime sector"
- [Launch Event: showcasing the future of innovation in AI, Data, and Robotics](https://faith-ec-project.eu/launch-event/) - An event was organised by the European Commission, Adra-e and AIonDemand with the aim to unveil the newprojects funded under Horizon 2023 and 2022 calls.
- [Co-creation workshop for investigating the concept of AI-trustworthiness in the maritime sector](https://faith-ec-project.eu/co-creation-workshop-for-investigating-the-concept-of-ai-trustworthiness-in-the-maritime-sector/) - A successful Maritime Co-creation Workshop, titled "Co-creation workshop for investigating the concept of AI-trustworthiness in the maritime sector"
- [Hello world!](https://faith-ec-project.eu/hello-world/) - 🚀 Exciting News! Tomorrow (Jan 23, 2024) marks the Kickoff Meeting for our innovative project, FAITH! 🌐🤖 Thrilled to embark on this journey with a dynamic consortium of partners, aiming to revolutionize trustworthy AI systems. Let's shape the future together! 🌟 #ProjectFAITH #AIDevelopment #KickoffMeeting 🎉

## Pages

- [Home](https://faith-ec-project.eu/) - FAITH project, Artificial intelligence, intelligent systems, multi agent systems, Robust-trustworthy AI related risks, trustworthiness assessment framework, Human centered approach, traceability, robustness, security, transparency, usability, Large Scale Pilots in critical dοmains
- [Get Involved](https://faith-ec-project.eu/get-involved/) - [et_pb_section fb_built=”1″ fullwidth=”on” _builder_version=”4.27.4″ _module_preset=”default” background_enable_color=”off” use_background_color_gradient=”on” background_color_gradient_direction=”114deg” background_color_gradient_stops=”#1d92e8 0%|#0c71c3 100%” animation_style=”slide” animation_direction=”top” da_disable_devices=”off|off|off” global_colors_info=”{}” locked=”off” da_is_popup=”off” da_exit_intent=”off” da_has_close=”on” da_alt_close=”off” da_dark_close=”off” da_not_modal=”on” da_is_singular=”off” da_with_loader=”off” da_has_shadow=”on”][et_pb_fullwidth_header title=”@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@” subhead=”@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoidGVybV9kZXNjcmlwdGlvbiIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@” _builder_version=”4.27.4″ _dynamic_attributes=”title,subhead” _module_preset=”default” title_font=”Abel|700|||||||” title_font_size=”68px” subhead_font_size=”19px” subhead_line_height=”1.4em” background_enable_color=”off” use_background_color_gradient=”on” background_color_gradient_stops=”rgba(0,0,0,0.45) 0em|rgba(0,0,0,0) 17em” background_color_gradient_unit=”em” background_color_gradient_overlays_image=”on” custom_padding=”125px||||false|false” global_colors_info=”{}”][/et_pb_fullwidth_header][/et_pb_section][et_pb_section fb_built=”1″ _builder_version=”4.27.4″ _module_preset=”default” da_disable_devices=”off|off|off” global_colors_info=”{}” da_is_popup=”off” da_exit_intent=”off” da_has_close=”on” da_alt_close=”off” da_dark_close=”off” da_not_modal=”on” da_is_singular=”off”
- [About the project](https://faith-ec-project.eu/about-the-project/) - [et_pb_section fb_built=”1″ fullwidth=”on” _builder_version=”4.27.4″ _module_preset=”default” background_enable_color=”off” use_background_color_gradient=”on” background_color_gradient_direction=”114deg” background_color_gradient_stops=”#1d92e8 0%|#0c71c3 100%” animation_style=”slide” animation_direction=”top” da_disable_devices=”off|off|off” global_colors_info=”{}” locked=”off” da_is_popup=”off” da_exit_intent=”off” da_has_close=”on” da_alt_close=”off” da_dark_close=”off” da_not_modal=”on” da_is_singular=”off” da_with_loader=”off” da_has_shadow=”on”][et_pb_fullwidth_header title=”@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoicG9zdF90aXRsZSIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@” subhead=”@ET-DC@eyJkeW5hbWljIjp0cnVlLCJjb250ZW50IjoidGVybV9kZXNjcmlwdGlvbiIsInNldHRpbmdzIjp7ImJlZm9yZSI6IiIsImFmdGVyIjoiIn19@” _builder_version=”4.27.4″ _dynamic_attributes=”title,subhead” _module_preset=”default” title_font=”Abel|700|||||||” title_font_size=”68px” subhead_font_size=”19px” subhead_line_height=”1.4em” background_enable_color=”off” use_background_color_gradient=”on” background_color_gradient_stops=”rgba(0,0,0,0.45) 0em|rgba(0,0,0,0) 17em” background_color_gradient_unit=”em” background_color_gradient_overlays_image=”on” custom_padding=”125px||||false|false” global_colors_info=”{}”][/et_pb_fullwidth_header][/et_pb_section][et_pb_section fb_built=”1″ _builder_version=”4.24.0″ _module_preset=”default” global_colors_info=”{}” da_is_popup=”off” da_exit_intent=”off” da_has_close=”on” da_alt_close=”off” da_dark_close=”off” da_not_modal=”on” da_is_singular=”off” da_with_loader=”off”
- [Consortium](https://faith-ec-project.eu/consortium/) - [et_pb_section fb_built=”1″ fullwidth=”on” _builder_version=”4.27.4″ _module_preset=”default” background_color=”#1478C3″ background_image=”https://faith-ec-project.eu/wp-content/uploads/2024/01/FAITH_map.jpg” background_size=”contain” background_position=”bottom_right” animation_style=”fade” animation_direction=”top” animation_duration=”1200ms” animation_speed_curve=”ease-out” da_disable_devices=”off|off|off” global_colors_info=”{}” da_is_popup=”off” da_exit_intent=”off” da_has_close=”on” da_alt_close=”off” da_dark_close=”off” da_not_modal=”on” da_is_singular=”off” da_with_loader=”off” da_has_shadow=”on”][et_pb_fullwidth_header header_fullscreen=”on” header_scroll_down=”on” scroll_down_icon_color=”#FFFFFF” scroll_down_icon_color_last_edited=”off|phone” _builder_version=”4.27.4″ _module_preset=”default” background_enable_color=”off” use_background_color_gradient=”on” background_color_gradient_stops=”rgba(0,0,0,0.25) 0%|rgba(0,0,0,0) 25%” background_enable_image=”off” background_size=”contain” background_position=”bottom_right” global_colors_info=”{}” scroll_down_icon_color__hover_enabled=”on|hover” scroll_down_icon_color__hover=”#23326D”][/et_pb_fullwidth_header][/et_pb_section][et_pb_section fb_built=”1″ _builder_version=”4.24.0″ _module_preset=”default” width=”100%” custom_padding=”0px|||||” animation_style=”fade” animation_direction=”bottom” da_disable_devices=”off|off|off” global_colors_info=”{}” da_is_popup=”off” da_exit_intent=”off” da_has_close=”on” da_alt_close=”off” da_dark_close=”off”
- [Contact](https://faith-ec-project.eu/contact/) - [et_pb_section fb_built=”1″ _builder_version=”4.24.0″ _module_preset=”default” background_enable_color=”off” use_background_color_gradient=”on” background_color_gradient_direction=”114deg” background_color_gradient_stops=”#1d92e8 0%|#0c71c3 100%” animation_style=”slide” animation_direction=”top” animation_speed_curve=”ease-out” locked=”off” collapsed=”off” global_colors_info=”{}”][et_pb_row _builder_version=”4.22.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.22.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_text _builder_version=”4.23.4″ _module_preset=”default” header_2_font=”Abel|700|||||||” header_2_text_align=”center” header_2_text_color=”#FFFFFF” header_2_font_size=”68px” custom_margin=”||11px|||” header_2_font_size_tablet=”48px” header_2_font_size_phone=”32px” header_2_font_size_last_edited=”on|phone” global_colors_info=”{}”]Project Coordinator[/et_pb_text][et_pb_divider color=”#EDF000″ divider_weight=”2px” _builder_version=”4.22.0″ _module_preset=”default” width=”15%” width_tablet=”20%” width_phone=”24%” width_last_edited=”on|desktop” module_alignment=”center” custom_margin=”||21px|||” global_colors_info=”{}”][/et_pb_divider][/et_pb_column][/et_pb_row][et_pb_row column_structure=”2_5,3_5″ _builder_version=”4.22.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_column type=”2_5″ _builder_version=”4.22.0″ _module_preset=”default” global_colors_info=”{}”][digr_advanced_person person_image=”https://faith-ec-project.eu/wp-content/uploads/2024/01/dimitrios-fotiadis.jpg”
- [Sample Page](https://faith-ec-project.eu/sample-page/) - This is an example page. It's different from a blog post because it will stay in one place and will show up in your site navigation (in most themes). Most people start with an About page that introduces them to potential site visitors. It might say something like this: Hi there! I'm a bike messenger

## Post Types

- [Newsletter Posts](https://faith-ec-project.eu/newsletter-posts/)
- [Newsletters](https://faith-ec-project.eu/newsletters/)
- [Authors](https://faith-ec-project.eu/authors/)
- [Deliverables](https://faith-ec-project.eu/deliverables/)
- [Publications](https://faith-ec-project.eu/publications/)

## Partners

- [IDRYMA TECHNOLOGIAS KAI EREVNAS](https://faith-ec-project.eu/partner/idryma-technologias-kai-erevnas/)
- [Fundacion de la Comunidad Valenciana para la investigacion, promocion y estudios comerciales de Valencianaport](https://faith-ec-project.eu/partner/fundacion-de-la-comunidad-valenciana-para-la-investigacion-promocion-y-estudios-comerciales-de-valencianaport/)
- [ELLINOGERMANIKI AGOGI SCHOLI PANAGEA SAVVA AE](https://faith-ec-project.eu/partner/ellinogermaniki-agogi-scholi-panagea-savva-ae/)
- [Filiala din Romania a Fundatiei FREEDOMHOUSE Inc](https://faith-ec-project.eu/partner/filiala-din-romania-a-fundatiei-freedomhouse-inc/)
- [Erevnitiko Panepistimiako Institouto Systimaton Epikoinonion kai Ypologiston - EMP](https://faith-ec-project.eu/partner/erevnitiko-panepistimiako-institouto-systimaton-epikoinonion-kai-ypologiston-emp/)
- [Consiglio Nazionale delle Ricerche](https://faith-ec-project.eu/partner/consiglio-nazionale-delle-ricerche/)
- [University of Southampton](https://faith-ec-project.eu/partner/university-of-southampton/)
- [SINTEF AS](https://faith-ec-project.eu/partner/sintef-as/)
- [Athens Technology Center Anonymi viomichaniki emporiki kai techniki etaireia efarmogon ypsilis technologias](https://faith-ec-project.eu/partner/athens-technology-center-anonymi-viomichaniki-emporiki-kai-techniki-etaireia-efarmogon-ypsilis-technologias/)
- [TRUSTILIO BV](https://faith-ec-project.eu/partner/trustilio-bv/)
- [Veas Selvkost AS](https://faith-ec-project.eu/partner/veas-selvkost-as/)
- [UNIVERSITA DI PISA](https://faith-ec-project.eu/partner/universita-di-pisa/)
- [ACTIVE AGEING ASSOCIATION (ACTIVAGE.ORG)](https://faith-ec-project.eu/partner/active-ageing-association-activage-org/)
- [Katholieke Universiteit Leuven](https://faith-ec-project.eu/partner/katholieke-universiteit-leuven/)
- [ARINIMI ON BRIDG OU](https://faith-ec-project.eu/partner/arinimi-on-bridg-ou/)
- [MER MEC ENGINEERING S.R.L.](https://faith-ec-project.eu/partner/mer-mec-engineering-s-r-l/)
- [AUTORITA DI SISTEMA PORTUALE DEL MARE ADRIATICO CENTRO-SETTENTRIONALE- PORTO DI RAVENNA](https://faith-ec-project.eu/partner/autorita-di-sistema-portuale-del-mare-adriatico-centro-settentrionale-porto-di-ravenna/)
- [UNIVERSITA DEGLI STUDI DI FIRENZE](https://faith-ec-project.eu/partner/universita-degli-studi-di-firenze/)

## Author

- [Eleni Tsalapati](https://faith-ec-project.eu/author/eleni-tsalapati/) - Research Project Manager, ATC S.A.
- [Andrea Minardi](https://faith-ec-project.eu/author/andrea-minardi/) - Andrea Minardi is the Smart Port and Security Manager at Port of Ravenna Authority
- [Dr. Dimitris Koulentianos](https://faith-ec-project.eu/author/dr-dimitris-koulentianos/) - Physicist, Research & Development Department, Ellinogermaniki Agogi
- [Tachos Nikos](https://faith-ec-project.eu/author/tachos-nikos/) - FIEEE, FEAMBES, FIAMBE ,Department of Materials Science and Engineering of University of Ioannina and in the Foundation for Research and Technology –Hellas / Biomedical Research Institute (FORTH/BRI)
- [Pilar Sala](https://faith-ec-project.eu/author/pilar-sala/)
- [Kitty Kioskli](https://faith-ec-project.eu/author/kitty-kioskli/)
- [Robert Olteanu](https://faith-ec-project.eu/author/robert-olteanu/)
- [Hilde Johansen](https://faith-ec-project.eu/author/hilde-johansen/)
- [Dimitrios Fotiadis](https://faith-ec-project.eu/author/dimitrios-fotiadis/)
- [Asbjørn Følstad](https://faith-ec-project.eu/author/asbjorn-folstad/)
- [Stefano Modafferi](https://faith-ec-project.eu/author/stefano-modafferi/)
- [Gregory Mentzas](https://faith-ec-project.eu/author/gregory-mentzas/) - Gregoris Mentzas is full Professor of Management Information Systems, School of Electrical and Computer Engineering, National Technical University of Athens (NTUA) and Founder and Director of the Information Management Unit (IMU) at the Institute of Communication and Computer Systems (ICCS)

## Newsletter Posts

- [FAITH Enters Operational Phase: Trustworthy AI Validated Across Seven Large-Scale Pilots](https://faith-ec-project.eu/newsletter_post/faith-enters-operational-phase-trustworthy-ai-validated-across-seven-large-scale-pilots/) - During the second phase of the FAITH project, substantial progress has been achieved as the consortium transitions from framework preparation into full-scale operational deployment across the seven Large-Scale Pilots. Building on the strong foundations established during the first reporting period, FAITH has entered a highly productive stage focused on real-world validation, cross-domain experimentation, and refinement
- [Partner Presentation: BRIDG](https://faith-ec-project.eu/newsletter_post/partner-presentation-bridg/) - BRIDG is a dynamic SME specialised in the development and integration of advanced digital solutions in the health and wellbeing sectors. In the FAITH Large Scale Pilot on Active and Healthy Ageing, it participates as both a technology provider and data science partner, contributing to the development and deployment of AI-based solutions designed to help
- [FAITH in Practice: AI, Robotics and Port Innovation](https://faith-ec-project.eu/newsletter_post/faith-in-practice-ai-robotics-and-port-innovation/) - The Port of Ravenna has been actively involved in the FAITH project. Can you briefly explain what has been done so far? Within the FAITH project, the Port of Ravenna has hosted one of the large-scale pilots aimed at testing the trustworthiness of artificial intelligence systems applied to robotics, and specifically the underwater robotics. The
- [LSP3 – Education: Trustworthy AI for Deeper Learning in STEM Education](https://faith-ec-project.eu/newsletter_post/lsp3-education-trustworthy-ai-for-deeper-learning-in-stem-education/) - The Education LSP, one of the seven Large Scale Pilots (LSPs) of the FAITH project, focuses on assessing the trustworthiness of novel, AI-based assessment methods of students’ complex skills as problem-solving. This is realized through inquiry-based activities for STEM subjects, ensuring that the AI tools shaping the next generation of learners are not only effective,
- [TrustGuard: Evaluating Trustworthiness in AI Systems](https://faith-ec-project.eu/newsletter_post/trustguard-evaluating-trustworthiness-in-ai-systems/) - TrustGuard is an in-isolation AI risk assessment system designed to evaluate risks arising from the compromise of key trustworthiness characteristics—such as safety, security and resilience—across both model and data assets throughout the entire AI lifecycle, from design and development to deployment. In addition to identifying risks, the tool provides asset-level controls to support targeted mitigation. Built
- [ICCS:  Bringing safe, effective, and human-centred AI into education](https://faith-ec-project.eu/newsletter_post/iccs-bringing-safe-effective-and-human-centred-ai-into-education/) - The Institute of Communication and Computer Systems is one of Greece’s premier research organizations, situated within the National Technical University of Athens (NTUA). Structured around a constellation of interdisciplinary research groups and laboratories, ICCS brings together academic staff, researchers, PhD students, and faculty members from NTUA to address pressing scientific, engineering, and societal challenges. Among
- [Ellinogermaniki Agogi (EA): Leading European partner in technology-enhanced education](https://faith-ec-project.eu/newsletter_post/ellinogermaniki-agogi-ea-leading-european-partner-in-technology-enhanced-education/) - Ellinogermaniki Agogi (EA) is one of Europe's most innovative schools, with over 60 years of operation. An institutional member of MINT EC and UNESCO, EA combines educational excellence with a long-standing commitment to research, technological innovation, and international collaboration. Since 2002, EA has hosted a certified Centre for Teachers' Continuing Professional Development, training over 800
- [Stakeholder Workshop in Ravenna Showcases Advances in Trustworthy AI-Driven Underwater Robotics](https://faith-ec-project.eu/newsletter_post/stakeholder-workshop-in-ravenna-showcases-advances-in-trustworthy-ai-driven-underwater-robotics/) - The port of Ravenna recently hosted a stakeholder workshop bringing together project partners, researchers and end users to exchange insights on the latest developments in trustworthy AI-driven underwater robotics within the FAITH Project initiative. The workshop focused on two of the project’s key technological pillars supporting robotics pilot activities: Automatic Target Recognition (ATR) : enabling autonomous underwater vehicles
- [Building Trust in AI: The FAITH Framework](https://faith-ec-project.eu/newsletter_post/building-trust-in-ai-the-faith-framework/) - Artificial Intelligence (AI) is changing how we live and work - from helping doctors diagnose diseases to making transport safer and supporting public services. But as AI becomes part of critical decisions that affect people’s lives, the question of trust becomes essential: Can we rely on AI to act safely, fairly, and ethically? To answer
- [Partner Presentation: ACTIVAGE](https://faith-ec-project.eu/newsletter_post/partner-presentation-activage/) - Activage Association is a European non-profit organisation dedicated to advancing Active and Healthy Living through trustworthy technology solutions. With 15 member organisations across the continent representing technology providers, research institutions, healthcare organisations, and municipalities, the association creates a collaborative ecosystem where European citizens can access innovative solutions for healthy living and wellbeing. Activage Association's mission
- [Ageing with Confidence- FAITH’s Active Ageing pilot](https://faith-ec-project.eu/newsletter_post/ageing-with-confidence-faiths-active-ageing-pilot/) - An interview with Pilar Sala, Chief Innovation Officer at ACTIVAGE Association Ageing with confidence means pairing compassionate care with privacy-first technology that quietly watches for risk and gives timely, understandable alerts to the people who matter most. FAITH’s Active Ageing pilot does exactly that, using non-intrusive home sensors and explainable AI to help older adults
- [Under LSP1 – Media component The FAITH Project's Large Scale Pilot](https://faith-ec-project.eu/newsletter_post/under-lsp1-media-component-the-faith-projects-large-scale-pilot/) - The Media Large-Scale Pilot aims to evaluate the FAITH dynamic risk management framework and to identify how large language model-based technologies can be used responsibly within the media sector. This will be achieved through large-scale piloting designed to test, assess, verify, and validate the trustworthiness of the AI Intelligent Coaching application, internally developed by ATC
- [Progress summary](https://faith-ec-project.eu/newsletter_post/progress-summary/) - During its first reporting period (M1–M18), the FAITH project made significant and well-coordinated progress, establishing a strong foundation for developing and validating a cross-sectoral framework for AI trustworthiness. The first review confirms that the project is fully aligned with its Description of Action. All the 16 planned deliverables were submitted on time and at a
- [AI in Wastewater Treatment](https://faith-ec-project.eu/newsletter_post/ai-in-wastewater-treatment/) - In an ambitious stride towards sustainable innovation, the FAITH project advances a large scale pilot on the application of artificial intelligence (AI) in wastewater treatment. The pilot is hosted at Veas, Norway's largest wastewater treatment plant serving the greater Oslo area. Veas processes wastewater from an urban area with 800,000 residents, playing a vital role
- [PARTNER PRESENTATION: ISTI-CNR](https://faith-ec-project.eu/newsletter_post/isti-cnr/) - ISTI is the largest institute within the National Research Council (CNR) dedicated to Computer Science. It boasts a team of approximately 170 permanent staff members and 100 fellows or PhD students. Committed to scientific excellence, ISTI plays a key role in advancing research and fostering technology transfer. The accessibility. With a team of approximately thirty
- [Partner Presentation: Veas](https://faith-ec-project.eu/newsletter_post/partner-presentation-veas/) - Veas, the largest wastewater treatment plant in Norway, is a cornerstone of the FAITH project, bringing its extensive expertise and innovative spirit to the forefront of this groundbreaking initiative. Owned by the municipalities of Oslo, Bærum, and Asker, Veas processes approximately 100 million cubic meters of wastewater annually, serving around 800,000 residents in the greater
- [FAITH’s vision](https://faith-ec-project.eu/newsletter_post/faiths-vision/) - The FAITH Project¹ (Fostering Artificial Intelligence Trust for Humans towards the optimization of trustworthiness through large-scale pilots in critical domains, GA: 101135932) aims to address the awareness and cooperation of multi-disciplinary stakeholders who work on different aspects (e.g. technical, societal, legal, business, standards) of trustworthiness and different stages of the AI system’s lifecycle. It aims
- [Recent EC guidelines on the AI-ACT](https://faith-ec-project.eu/newsletter_post/recent-ec-guidelines-on-the-ai-act/) - The European Union's Artificial Intelligence Act (AI Act) establishes the first comprehensive legal framework for regulating AI systems, adopting a risk-based approach to ensure safety, fundamental rights, and trustworthy AI development. To support the effective implementation of its provisions, the European Commission (EC) issued two key guidelines in February 2025: one on the definition of
- [An interview with Prof. Gregory Mentzas](https://faith-ec-project.eu/newsletter_post/an-interview-with-prof-gregory-mentzas/) - Why is FAITH considered a straightforward approach to trustworthy AI? AI is a key driver fοr digital transformation, but regulatory and societal scrutiny is required to address and mitigate related risks and guarantee trustworthiness of AI models and applications. While traditional AI evaluation focuses on accuracy, trustworthiness also depends on transparency, security, fairness, and privacy.

## Newsletters

- [Spring 2026](https://faith-ec-project.eu/newsletter/spring-2026/)
- [Spring 2025](https://faith-ec-project.eu/newsletter/spring-2025/)
- [Winter 2025](https://faith-ec-project.eu/newsletter/winter-2025/)

## Deliverables

- [D1.2 – Data Management Plan](https://faith-ec-project.eu/deliverable/d1-2-data-management-plan/)
- [D3.1 – Impact Realisation Roadmap](https://faith-ec-project.eu/deliverable/d3-1-impact-realisation-roadmap/)
- [D2.1 – FAITH Methodological Framework and Requirements Analysis v1](https://faith-ec-project.eu/deliverable/d2-1-faith-methodological-framework-and-requirements-analysis-v1/)
- [D1.3 Interim report on legal and ethical impact assessment](https://faith-ec-project.eu/deliverable/d1-3-interim-report-on-legal-and-ethical-impact-assessment/)

## Publications

- [An AI-Powered Learning Companion for Adaptive and Personalized STEM Education](https://faith-ec-project.eu/publication/an-ai-powered-learning-companion-for-adaptive-and-personalized-stem-education/)
- [End-to-End Encryption: Technological and Human Factor Perspectives](https://faith-ec-project.eu/publication/end-to-end-encryption-technological-and-human-factor-perspectives/)
- [Trustworthy AI in education: A Roadmap for Ethical and Effective Implementation](https://faith-ec-project.eu/publication/trustworthy-ai-in-education-a-roadmap-for-ethical-and-effective-implementation/)
- [Understanding evacuation behavior for effective disaster preparedness: a hybrid machine learning approach](https://faith-ec-project.eu/publication/understanding-evacuation-behavior-for-effective-disaster-preparedness-a-hybrid-machine-learning-approach-2/)
- [Trustworthy AI-Driven Autonomous Underwater Vehicles for Port Infrastructure Inspection: Paradigm Conceptualization](https://faith-ec-project.eu/publication/trustworthy-ai-driven-autonomous-underwater-vehicles-for-port-infrastructure-inspection-paradigm-conceptualization/) - Topini, Alberto & Cecchi, Lorenzo & Fedi, Fausto & Minarelli, Marco & Bucci, Alessandro & Ridolfi, Alessandro. (2025). Trustworthy AI-Driven Autonomous Underwater Vehicles for Port Infrastructure Inspection: Paradigm Conceptualization. 515-520. 10.1109/MetroSea66681.2025.11245714.
- [Towards Trustworthy AI in STEM Education: Challenges and Strategies from the Trust-AI Platform](https://faith-ec-project.eu/publication/towards-trustworthy-ai-in-stem-education-challenges-and-strategies-from-the-trust-ai-platform/)
- [Charting Trustworthiness: A Socio-Technical Perspective on AI and Human Factors](https://faith-ec-project.eu/publication/charting-trustworthiness-a-socio-technical-perspective-on-ai-and-human-factors/) - Integrating AI into critical decision-making environments, including cybersecurity, highlights the importance of understanding human factors in fostering trust and ensuring safe human-AI collaboration. Existing research emphasizes that personality traits, such as openness, trust propensity, and affinity for technology, significantly influence user interaction with AI systems, impacting trustworthiness and reliance behaviours. Furthermore, studies in cybersecurity underscore
- [Machine learning in wastewater treatment: insights from modelling a pilot denitrification reactor](https://faith-ec-project.eu/publication/machine-learning-in-wastewater-treatment-insights-from-modelling-a-pilot-denitrification-reactor/) - Wastewater treatment plants are increasingly recognized as promising candidates for machine learning applications, due to their societal importance and high availability of data. However, their varied designs, operational conditions, and influent characteristics hinder straightforward automation. In this study, we use data from a pilot reactor at the Veas treatment facility in Norway to explore how
- [Adversarial Robustness Evaluation of Deep Learning Segmentation Models and Loss Functions in Prostate MRI](https://faith-ec-project.eu/publication/adversarial-robustness-evaluation-of-deep-learning-segmentation-models-and-loss-functions-in-prostate-mri/)
- [Synthetic data generation methods in healthcare: A review on open-source tools and methods](https://faith-ec-project.eu/publication/synthetic-data-generation-methods-in-healthcare-a-review-on-open-source-tools-and-methods/)
- [From Covid-19 detection to cancer grading: how medical-AI is boosting clinical diagnostics and may improve treatment](https://faith-ec-project.eu/publication/from-covid-19-detection-to-cancer-grading-how-medical-ai-is-boosting-clinical-diagnostics-and-may-improve-treatment/) - The integration of artificial intelligence (AI) into medical imaging has guided an era of transformation in healthcare. This paper presents the research activities that a multidisciplinary research group within the Signals and Images Lab of the Institute of Information Science and Technologies of the National Research Council of Italy is carrying out to explore the great potential of AI in medical imaging. From the convolutional neural network-based segmentation of Covid-19 lung patterns to the radiomic signature for benign/malignant breast nodule discrimination, to the automatic grading of prostate cancer, this work highlights the paradigm shift that AI has brought to medical imaging, revolutionizing diagnosis and patient care.
- [Shedding light on uncertainties in machine learning: formal derivation and optimal model selection](https://faith-ec-project.eu/publication/shedding-light-on-uncertainties-in-machine-learning-formal-derivation-and-optimal-model-selection/)
- [The Human Factor Impact on a Supply Chain Tracking Service Through a Risk Assessment Methodology](https://faith-ec-project.eu/publication/the-human-factor-impact-on-a-supply-chain-tracking-service-through-a-risk-assessment-methodology/)
- [AI_TAF: A Human-Centric Trustworthiness Risk Assessment Framework for AI Systems](https://faith-ec-project.eu/publication/ai_taf-a-human-centric-trustworthiness-risk-assessment-framework-for-ai-systems/) - This paper presents the AI Trustworthiness Assessment Framework (AI_TAF), a comprehensive methodology for evaluating and mitigating trustworthiness risks across all stages of an AI system’s lifecycle. The framework accounts for the criticality of the system based on its intended application, the maturity level of the AI teams responsible for ensuring trust, and the organisation’s risk tolerance regarding trustworthiness. By integrating both technical safeguards and sociopsychological considerations, AI_TAF adopts a human-centric approach to risk management, supporting the development of trustworthy AI systems across diverse organisational contexts and at varying levels of human–AI maturity. Crucially, the framework underscores that achieving trust in AI requires a rigorous assessment and advancement of the trustworthiness maturity of the human actors involved in the AI lifecycle. Only through this human-centric enhancement can AI teams be adequately prepared to provide effective oversight of AI systems
- [Explanations for Trustworthy AI in Critical Infrastructure: A Case from Wastewater Treatment in Norway](https://faith-ec-project.eu/publication/explanations-for-trustworthy-ai-in-critical-infrastructure-a-case-from-wastewater-treatment-in-norway/) - Position paper for the CHI 2025 workshop on Human-Centered Explainable AI - HCXAI 2025
- [A risk and conformity assessment framework to ensure security and resilience of healthcare systems and medical supply chain](https://faith-ec-project.eu/publication/250931/) - Kioskli, K., Grigoriou, E., Islam, S. et al. A risk and conformity assessment framework to ensure security and resilience of healthcare systems and medical supply chain. Int. J. Inf. Secur. 24, 90 (2025). https://doi.org/10.1007/s10207-025-01009-z
- [Optimizing AI System Security: An Ecosystem Recommendation to Socio-Technical Risk Management](https://faith-ec-project.eu/publication/optimizing-ai-system-security-an-ecosystem-recommendation-to-socio-technical-risk-management/) - Given the sophistication of adversarial machine learning (ML) attacks on Artificial Intelligence (AI) systems, enhanced security frameworks that integrate human factors into risk assessments are critical. This paper presents a comprehensive methodology combining cybersecurity, cyberpsychology, and AI to address human-related aspects of these attacks. It introduces an AI system security optimization ecosystem to help security officers protect AI systems against various attacks, including poisoning, evasion, extraction, and inference. The risk management approach enhances NIST and ENISA frameworks by incorporating socio-technical aspects of adversarial ML threats. By creating digital clones and using explainable AI (XAI) techniques, the human elements of attackers are integrated into security risk management. An innovative conversational agent is proposed to include defenders’ perspectives, advancing the design and deployment of secure AI systems and guiding future certification schemes.
- [Leveraging the European Cybersecurity Skills Framework(ECSF) in EU Innovation Projects: Workforce Development Through Skilling, Upskilling, and Reskilling](https://faith-ec-project.eu/publication/leveraging-the-european-cybersecurity-skills-frameworkecsf-in-eu-innovation-projects-workforce-development-through-skilling-upskilling-and-reskilling/) - Cybersecurity skilled workforce is a critical challenge for Europe. The increasing sophistication and frequency of cyberattacks demand a skilled and competent workforce to protect digital infrastructure and ensure online safety. This paper presents a viable solution for European cybersecurity workforce development and capacity-building efforts, leveraging the European Cybersecurity Skills Framework (ECSF) to facilitate cybersecurity training
- [A Self-Organized Swarm Intelligence Solution for Healthcare ICT Security](https://faith-ec-project.eu/publication/a-self-organized-swarm-intelligence-solution-for-healthcare-ict-security/)
- [Human Factors and Cybersecurity in NHS Virtual Wards](https://faith-ec-project.eu/publication/human-factors-and-cybersecurity-in-nhs-virtual-wards/) - The rapid evolution of healthcare technology, particularly in the wake of the COVID-19 pandemic, has led to a significant increase in the establishment and expansion of Virtual Wards by the National Health Service (NHS) in the United Kingdom. Virtual wards provide patients with hospital-level care in the comfort of their homes, facil- itating quicker recovery
- [Challenges and efforts in managing AI trustworthiness risks: a state of knowledge](https://faith-ec-project.eu/publication/challenges-and-efforts-in-managing-ai-trustworthiness-risks-a-state-of-knowledge/) - This paper addresses the critical gaps in existing AI risk management frameworks, emphasizing the neglect of human factors and the absence of metrics for socially related or human threats. Drawing from insights provided by NIST AI RFM and ENISA, the research underscores the need for understanding the limitations of human-AI interaction and the development of ethical and social measurements. The paper explores various dimensions of trustworthiness, covering legislation, AI cyber threat intelligence, and characteristics of AI adversaries. It delves into technical threats and vulnerabilities, including data access, poisoning, and backdoors, highlighting the importance of collaboration between cybersecurity engineers, AI experts, and social-psychology-behavior-ethics professionals. Furthermore, the socio-psychological threats associated with AI integration into society are examined, addressing issues such as bias, misinformation, and privacy erosion. The manuscript proposes a comprehensive approach to AI trustworthiness, combining technical and social mitigation measures, standards, and ongoing research initiatives. Additionally, it introduces innovative defense strategies, such as cyber-social exercises, digital clones, and conversational agents, to enhance understanding of adversary profiles and fortify AI security. The paper concludes with a call for interdisciplinary collaboration, awareness campaigns, and continuous research eorts to create a robust and resilient AI ecosystem aligned with ethical standards and societal expectations.
- [trustSense: Measuring Human Oversight Maturity for Trustworthy AI](https://faith-ec-project.eu/publication/trustsense-measuring-human-oversight-maturity-for-trustworthy-ai/) - The integration of Artificial Intelligence (AI) systems into critical decision-making processes necessitates robust mechanisms to ensure trustworthiness, ethical compliance, and human oversight.
- [Understanding evacuation behavior for effective disaster preparedness: a hybrid machine learning approach](https://faith-ec-project.eu/publication/understanding-evacuation-behavior-for-effective-disaster-preparedness-a-hybrid-machine-learning-approach/) - This paper delves into the pivotal role of machine learning in responding to natural disasters and understanding human behavior during crises. Natural disasters, from earthquakes to floods, have profound consequences for both the environment and society, impacting health, the economy, and mental well-being. Prevention and preparedness are key components of disaster management, yet the psychological
- [A synthetic data-driven generation approach to enhance the fairness and privacy of AI-based systems in the domain of rare diseases](https://faith-ec-project.eu/publication/a-synthetic-data-driven-generation-approach-to-enhance-the-fairness-and-privacy-of-ai-based-systems-in-the-domain-of-rare-diseases/)
- [Transforming public transport through responsible AI: insight from the FAITH project](https://faith-ec-project.eu/publication/transforming-public-transport-through-responsible-ai-insight-from-the-faith-project/)
- [A Practical Human-Centric Risk Management (HRM) Methodology](https://faith-ec-project.eu/publication/a-practical-human-centric-risk-management-hrm-methodology/) - Various standards (e.g., ISO 27000x, ISO 31000:2018) and methodologies (e.g., NIST SP 800-53, NIST SP 800-37, NIST SP 800-161, ETSI TS 102 165-1, NISTIR 8286) are available for risk assessment. However, these standards often overlook the human element. Studies have shown that adversary profiles (AP), which detail the maturity of attackers, significantly affect vulnerability assessments
- [Enhancing Cybersecurity Training Efficacy: A Comprehensive Analysis of Gamified Learning, Behavioral Strategies and Digital Twins](https://faith-ec-project.eu/publication/enhancing-cybersecurity-training-efficacy-a-comprehensive-analysis-of-gamified-learning-behavioral-strategies-and-digital-twins/) - This paper delves into enhancing cybersecurity training efficacy through an in-depth examination of gamified learning, behavioural strategies, and the deployment of digital twins. It identifies the critical role of behavioural strategies in bolstering cybersecurity defences by influencing human behaviour. The study explores the benefits of gamified learning in engaging participants and improving knowledge acquisition, alongside
- [Recency-Weighted Temporally-Segmented Ensemble for Time-Series Modeling](https://faith-ec-project.eu/publication/recency-weighted-temporally-segmented-ensemble-for-time-series-modeling/) - Time-series modeling in process industries faces the challenge of dealing with complex, multi-faceted, and evolving data characteristics. Conventional single model approaches often struggle to capture the interplay of diverse dynamics, resulting in suboptimal forecasts. Addressing this, we introduce the Recency-Weighted Temporally-Segmented (ReWTS, pronounced `roots') ensemble model, a novel chunk-based approach for multi-step forecasting. The key
- [Towards a Human-Centric AI Trustworthiness Risk Management Framework](https://faith-ec-project.eu/publication/towards-a-human-centric-ai-trustworthiness-risk-management-framework/) - The evolving landscape of Artificial Intelligence (AI) seeks to emulate human behaviour within socio-technical systems, emphasizing AI engineering to supplant human decision-making. However, an excessive focus on AI system autonomy raises con- cerns such as bias and ethical lapses, eroding trust and diminishing performance. Such a lack of human integration into the AI decision-making loop,

## Categories

- [News](https://faith-ec-project.eu/category/news/) - Stay informed with our latest updates and noteworthy stories in our news section.