TRUstworthy Multi-site Privacy Enhancing Technologies

Información del proyecto

TRUMPET

Identificador del acuerdo de subvención: 101070038

DOI

10.3030/101070038

Proyecto cerrado

Fecha de la firma de la CE 22 Junio 2022

Fecha de inicio 1 Octubre 2022

Fecha de finalización 31 Diciembre 2025

Financiado con arreglo a

• Civil Security for Society

Coste total

€ 4 243 347,50

Aportación de la UE

€ 4 243 347,50

Coordinado por

FUNDACION CENTRO TECNOLOXICO DE TELECOMUNICACIONS DE GALICIA
Spain

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)

Legal and ethics compliance report

Legal and ethics compliance report will contain the main requirements from a legal and ethical perspective that will guide the development of the TRUMPET platform and will summarize the work performed to ensure the legal and ethical compliance of the project. [TLX, ALL]

TRUMPET user manual

TRUMPET user manual will contain step-by-step instructions on using all the features of the platform and dashboards. [AVO, TVS, IRST, CHU]

Updated TRUMPET stakeholder and user requirements, including pilot

Updated TRUMPET stakeholder and user requirements, including pilot will include updated system requirements as known and elicited in the middle of the project. It will also include the requirements of the pilot of TRUMPET in cancer hospitals. [AVO, IRST, CHU, TVS]

CSP, DEP and synergies results

CSP, DEP and synergies results. [IRST, CEA, ALL]

Initial CSP, DEP and synergies establishment

Initial CSP DEP and synergies establishment Website and first report that explains how TRUMPET will communicate its developments and outcomes how the consortium will ensure visibility and promotion of the project and dissemination of its results throughout the project and finally how an exploitation strategy is developed This report also will show the EUlevel roadmapping and outreach strategy IRST CEA ALL

Integration Process for Widening Country

This deliverable will report the transformation process to integrate TRUMPET platform in MOH infrastructure adhering the previous analysed regulations (D8.1), and provide valuable insights for prospective integration systems. Finally, this transformation process will have into account the necessity of a fresh adaptation process concerning both technical aspects and human resources and will identify essential measures in collaboration with the relevant stakeholders.

SoA and BSoA for FL-tailored AI models, PET methods and tool

SoA and BSoA for FL-tailored AI models, PET methods and tools will contain the results of T1.1 and T2.1. The deliverable will contain the selection of the AI models and central aggregation methods for the FL setting, as well as an in-depth analysis of state of the art and improvements of the PET methods and SW tools for FL scenarios. [UVIGO, GRAD, TVS, AVO, INRIA]

Legal compliance for non-EU countries

This deliverable will conduct a comparison of Turkish GDPR and EU GDPR and other regulations within the scope of the Platform integration and the pilots execution. This alignment seeks to make data protection and privacy standards consistent at the national and international levels, ensuring that data processing processes are managed more consistently and appropriately

Final TRUMPET platform and dashboards report.

Final TRUMPET platform and dashboards report will contain updates to D4.2a. [TVS GRAD, UVIGO, INRIA, AVO, IRST, CHU]

Updated CSP, DEP and synergies establishment

Updated CSP, DEP and synergies establishment. [IRST, CEA, ALL]

Publicaciones

Peer reviewed articles (3)

Fast polynomial arithmetic in homomorphic encryption with cyclo-multiquadratic fields

Autores: Iván Blanco-Chacón; Alberto Pedrouzo-Ulloa; Rahinatou Yuh Njah Nchiwo; Beatriz Barbero-Lucas
Publicado en: Cryptography and Communications, 2025, ISSN 1936-2455
Editor: Springer Nature
DOI: 10.48550/ARXIV.2304.04619

Security Guidelines for Implementing Homomorphic Encryption

Autores: Jean-Philippe Bossuat; Rosario Cammarota; Ilaria Chillotti; Benjamin R. Curtis; Wei Dai 0007; Huijing Gong; Erin Hales; Duhyeong Kim; Bryan Kumara; Changmin Lee 0001; Xianhui Lu; Carsten Maple; Alberto Pedrouzo-Ulloa; Rachel Player; Yuriy Polyakov; Luis Antonio Ruiz Lopez; Yongsoo Song; Donggeon Yhee
Publicado en: IACR Communications in Cryptology, 2025, ISSN 3006-5496
Editor: International Association for Cryptologic Research (IACR)
DOI: 10.62056/ANXRA69P1

Privacy-aware Berrut Approximated Coded Computing for Federated Learning

Autores: Xavier Martínez Luaña; Rebeca P. Díaz Redondo; Manuel Fernández-Veiga
Publicado en: Journal of Network and Computer Applications, 2025, ISSN 1879-1298
Editor: Elsevier
DOI: 10.48550/ARXIV.2405.01704

Conference proceedings (6)

Enhancing Privacy in Federated Learning: A Practical Assessment of Combined PETs in a Cross-Silo Setting

Autores: Jaime Loureiro-Acuña, Xavier Martínez-Luaña, Héctor Padín-Torrente, Gonzalo Jiménez-Balsa, Carlos García-Pagán, Ines Ortega-Fernandez
Publicado en: Proceedings of the 2024 ACM Workshop on Information Hiding and Multimedia Security, 2025
Editor: ACM
DOI: 10.1145/3658664.3659661

AIMOS: Metamorphic Testing of AI - An Industrial Application

Autores: Lemesle, Augustin; Varasse, Aymeric; Chihani, Zakaria; Tachet, Dominique
Publicado en: Lecture Notes in Computer Science ISBN: 9783031409523, 2023
Editor: Springer Nature
DOI: 10.5281/ZENODO.12755256

A Critical Look into Threshold Homomorphic Encryption for Private Average Aggregation

Autores: Miguel Morona-Mínguez, Alberto Pedrouzo-Ulloa, Fernando Pérez-González
Publicado en: 2024 2nd International Conference on Federated Learning Technologies and Applications (FLTA), 2025
Editor: IEEE
DOI: 10.1109/FLTA63145.2024.10840167

Private Sampling with Identifiable Cheaters

Autores: Sabater, César; Hahn, Florian; Peter, Andreas; Ramon, Jan
Publicado en: Proceedings on Privacy Enhancing Technologies, 2023
Editor: Privacy Enhancing Technologies Symposium Advisory Board
DOI: 10.5281/ZENODO.7876013

Introducing the TRUMPET project: TRUstworthy Multi-site Privacy Enhancing Technologies

Autores: Alberto Pedrouzo-Ulloa; Jan Ramon; Fernando Pérez-González; Siyanna Lilova; Patrick Duflot; Zakaria Chihani; Nicola Gentili; Paola Ulivi; Mohammad Ashadul Hoque; Twaha Mukammel; Zeev Pritzker; Augustin Lemesle; Jaime Loureiro-Acuña; Xavier Martínez Luaña; Gonzalo Jiménez-Balsa
Publicado en: 2023 IEEE International Conference on Cyber Security and Resilience (CSR), 2023
Editor: IEEE
DOI: 10.5281/ZENODO.7990784

Practical Multi-Key Homomorphic Encryption for More Flexible and Efficient Secure Federated Aggregation (preliminary work)

Autores: Pedrouzo-Ulloa, Alberto; Aymen Boudguiga; Chakraborty, Olive; Sirdey, Renaud; Stan, Oana; Zuber, Martin
Publicado en: IACR Cryptol. ePrint Arch., 2023
Editor: IEEE
DOI: 10.1109/CSR57506.2023.10224979