Certification for Ethical and Regulatory Transparency in Artificial Intelligence

Información del proyecto

CERTAIN

Identificador del acuerdo de subvención: 101189650

DOI

10.3030/101189650

Fecha de la firma de la CE 7 Noviembre 2024

Fecha de inicio 1 Enero 2025

Fecha de finalización 31 Diciembre 2027

Financiado con arreglo a

• Digital, Industry and Space

Coste total

€ 8 881 971,25

Aportación de la UE

€ 6 787 590,25

Coordinado por

IDEMIA Public Security France
France

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Documents, reports (10)

Guidelines for entering AI data markets

A set of guidelines, synthesis of D3.1, D3.2 and D3.3, including a logical decision tree model with various levels of attainable compliance, to help with the compliance of AI systems

Data generation methods

Software package containing the implementation of the synthetic test data generation methods

Social analysis and AI acceptance modelling

Report on the various social impacts of the legislation and general AI and data issues, including an quantitative assessment and optimization of technology acceptance and explorations of impacts on marginalised groups

Communication, dissemination, community building plan, initial report

Report on the communication, dissemination and community building plan, including the exploitation plan

Template for accrediting third party evaluation laboratories

Template to verify the suitability of an evaluation laboratory to perform test in a given AI domain of application

Communication, dissemination, community building plan, interim reports

Report on the communication, dissemination and community building plan

Readiness for testing

A template - providing criteria to induct AI products into the testing process

Template for developing testing protocols for a given AI application

Template to develop new testing protocols to test AI systems in their application domain.

Comprehensive legal analysis and map

Report on the legal landscape and synthesis of relevant regulations and their key points

Ethical considerations of AI compliance

Report on ethical considerations of AI, data regulation and relevant EU acts in particular

Publicaciones

Conference proceedings (3)

Quantifying Training Membership Information in the Hyperspherical Embedding Geometry of Face Recognition Models

Autores: Ünsal Öztürk, Sébastien Marcel
Publicado en: IEEE/IAPR International Joint Conference on Biometrics (IJCB 2026), 2026
Editor: IEEE
DOI: 10.48550/ARXIV.2607.15084

Towards a Framework for Supporting the Ethical and Regulatory Certification of AI Systems

Autores: Fabian Kovac, Sebastian Neumaier, Timea Pahi, Torsten Priebe, Rafael Rodrigues, Dimitrios Christodoulou, Maxime Cordy, Sylvain Kubler, Ali Kordia, Georgios Pitsiladis, John Soldatos, Petros Zervoudakis
Publicado en: AIRoV – The Austrian Symposium on AI and Vision, 2025
Editor: Graz University of Technology Press
DOI: 10.48550/ARXIV.2510.00084

Demographic Fairness in Multimodal LLMs: A Benchmark of Gender and Ethnicity Bias in Face Verification

Autores: Ünsal Öztürk, Hatef Otroshi Shahreza, Sébastien Marcel
Publicado en: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2026
Editor: IEEE
DOI: 10.48550/ARXIV.2603.25613

Peer reviewed articles (1)

Technology-mediated screening interviews for youth mental health: Content validation, randomized controlled trial, and expert evaluation

Autores: Izidor Mlakar, Valentino Šafran, Nejc Plohl, Hojka Gregorič Kumperščak, Sara Močnik, Žan Smogavc, Urška Smrke
Publicado en: PLOS Digital Health, Edición 5, 2026, ISSN 2767-3170
Editor: Public Library of Science (PLoS)
DOI: 10.1371/JOURNAL.PDIG.0001069