Certification for Ethical and Regulatory Transparency in Artificial Intelligence

Project Information

CERTAIN

Grant agreement ID: 101189650

DOI

10.3030/101189650

EC signature date 7 November 2024

Start date 1 January 2025

End date 31 December 2027

Funded under

• Digital, Industry and Space

Total cost

€ 8 881 971,25

EU contribution

€ 6 787 590,25

Coordinated by

IDEMIA Public Security France
France

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Conference proceedings (3)

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

Author(s): Ünsal Öztürk, Sébastien Marcel
Published in: IEEE/IAPR International Joint Conference on Biometrics (IJCB 2026), 2026
Publisher: IEEE
DOI: 10.48550/ARXIV.2607.15084

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

Author(s): Fabian Kovac, Sebastian Neumaier, Timea Pahi, Torsten Priebe, Rafael Rodrigues, Dimitrios Christodoulou, Maxime Cordy, Sylvain Kubler, Ali Kordia, Georgios Pitsiladis, John Soldatos, Petros Zervoudakis
Published in: AIRoV – The Austrian Symposium on AI and Vision, 2025
Publisher: 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

Author(s): Ünsal Öztürk, Hatef Otroshi Shahreza, Sébastien Marcel
Published in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2026
Publisher: 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

Author(s): Izidor Mlakar, Valentino Šafran, Nejc Plohl, Hojka Gregorič Kumperščak, Sara Močnik, Žan Smogavc, Urška Smrke
Published in: PLOS Digital Health, Issue 5, 2026, ISSN 2767-3170
Publisher: Public Library of Science (PLoS)
DOI: 10.1371/JOURNAL.PDIG.0001069