Scaling Up secure Processing, Anonymization and generation of Health Data for EU cross border collaborative research and Innovation

Informations projet

SECURED

N° de convention de subvention: 101095717

DOI

10.3030/101095717

Projet clôturé

Date de signature de la CE 23 Novembre 2022

Date de début 1 Janvier 2023

Date de fin 31 Decembre 2025

Financé au titre de

• Health

Coût total

€ 6 999 723,75

Contribution de l’UE

€ 6 999 723,25

Coordonné par

UNIVERSITEIT VAN AMSTERDAM
Netherlands

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Documents, reports (9)

Project Handbook Quality, Risk Management
Legal and ethical framework and analysis
Data Management Plan
Interim report on Data anonymization, de-anonymization and Synthetic data generation techniques, tools and services
Architecture Specifications, Analysis and Design
GDPR and Ethics Project Guidelines
Interim report on Scalable Secure Multiparty Computation, Federated Learning and Unbiased AI techniques and tools
State of the Art and initial technical requirements
Dissemination and Exploitation Plan

Websites, patent fillings, videos etc. (1)

Project Website

Publications

Peer reviewed articles (15)

SimHH: A Versatile, Multi-GPU Simulator for Extended Hodgkin-Huxley Networks

Auteurs: Max C. W. Engelen, River Betting, Christos Strydis
Publié dans: IEEE Access, Numéro 13, 2025, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2025.3550444

NeuroDots: From Single-Target to Brain-

Auteurs: Dirk De Ridder, Muhammad Ali Siddiqi, Justin Dauwels, Wouter A. Serdijn, Christos Strydis
Publié dans: Neuromodulation: Technology at the Neural Interface, Numéro '27/4, 2024, ISSN 1525-1403
Éditeur: Elsevier
DOI: 10.1016/j.neurom.2024.01.003

Tricking AI chips into simulating the human brain: A detailed performance analysis

Auteurs: Landsmeer, Lennart P.L.; Engelen, Max C.W.; Miedema, Rene; Strydis, Christos
Publié dans: Neurocomputing, 2024, ISSN 1872-8286
Éditeur: Elsevier
DOI: 10.48550/ARXIV.2301.13637

FRIDA: Free-rider detection using privacy attacks

Auteurs: Pol G. Recasens, Ádám Horváth, Alberto Gutierrez-Torre, Jordi Torres, Josep Ll Berral, Balázs Pejó
Publié dans: Journal of Information Security and Applications, 2025, ISSN 2214-2134
Éditeur: Elsevier
DOI: 10.1016/J.JISA.2025.104357

Synthetic data in medicine: Legal and ethical considerations for patient profiling

Auteurs: Nisevic, Maja; Milojevic, Dusko; Spajic, Daniela
Publié dans: Computational and Structural Biotechnology Journal, 2025, ISSN 2001-0370
Éditeur: Elsevier
DOI: 10.1016/J.CSBJ.2025.05.026

ExaFlexHH: an exascale-ready, flexible multi-FPGA library for biologically plausible brain simulations

Auteurs: R. Miedema and C. Strydis
Publié dans: Frontiers in Neuroinformatics, Numéro 18:1330875, 2024, ISSN 1662-5196
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fninf.2024.1330875

<i>SynthVal</i> : A Framework for Validating Synthetic Medical Images

Auteurs: Dario Guidotti, Laura Pandolfo, Alberto Gutierrez-Torre, Omar Lopez-Rubio, Luca Pulina
Publié dans: IEEE Access, Numéro 13, 2025, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2025.3633780

Efficient implementation of the Hodgkin-Huxley potassium channel via a single volatile memristor

Auteurs: Lennart P. L. Landsmeer; Erbing Hua; Heba Abunahla; Muhammad Ali Siddiqi; Ryoichi Ishihara; Chris I. De Zeeuw; Said Hamdioui; Christos Strydis
Publié dans: Frontiers in Neuroscience, 2025, ISSN 1662-453X
Éditeur: Frontiers
DOI: 10.3389/FNINS.2025.1569397

Towards generalizable Federated Learning in medical imaging: A real-world case study on mammography data

Auteurs: Ioannis N. Tzortzis; Alberto Gutierrez-Torre; Stavros Sykiotis; Ferran Agulló; Nikolaos Bakalos; Anastasios Doulamis; Nikolaos Doulamis; Josep Ll. Berral
Publié dans: Computational and Structural Biotechnology Journal, 2025, ISSN 2001-0370
Éditeur: Elsevier
DOI: 10.1016/J.CSBJ.2025.03.031

IEEE Access

Auteurs: Max C. W. Engelen; River Betting; Christos Strydis
Publié dans: IEEE Access, 2025, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/ACCESS.2025.3550444

Homeostatic bidirectional plasticity in upbound and downbound micromodules in a model of the olivocerebellar loop

Auteurs: Elías M. Fernández Santoro; Lennart P.L. Landsmeer; Said Hamdioui; Christos Strydis; Chris I. De Zeeuw; Aleksandra Badura; Mario Negrello
Publié dans: PLOS Computational Biology, 2025, ISSN 1553-7358
Éditeur: PLOS
DOI: 10.1371/JOURNAL.PCBI.1013609

Efficient and Realistic Brain Simulation: A Review and Design Guide for Memristor‐Based Approaches

Auteurs: Lennart Paul Liong Landsmeer; Muhammad Ali Siddiqi; Heba Abunahla; Mario Negrello; Said Hamdioui; Christos Strydis
Publié dans: Advanced Materials Technologies, 2025, ISSN 2365-709X
Éditeur: John Wiley & Sons, Ltd
DOI: 10.1002/ADMT.202401587

Annotated dataset for training deep learning models to detectastrocytes in human brain tissue

Auteurs: Alex Olar, Teodora Tyler, Paulina Hoppa, Erzsébet Frank, István Csabai, István Adriján, Péter Pollner
Publié dans: Scientific Data, 2024, ISSN 2052-4463
Éditeur: Nature
DOI: 10.1038/s41597-024-02908-x

Tricking AI chips into Simulating the Human Brain: A Detailed Performance Analysis

Auteurs: Lennart P. L. Landsmeer, Max C. W. Engelen, Rene Miedema, Christos Strydis,
Publié dans: Neurocomputing, 2024, ISSN 1872-8286
Éditeur: Elsevier
DOI: 10.1016/j.neucom.2024.127953

A Knowledge-Driven Approach to Threat Validation and Security Reasoning in Modular Systems

Auteurs: Laura Pandolfo, Giorgio Corona, Dario Guidotti, Luca Pulina
Publié dans: IEEE Access, Numéro 13, 2025, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2025.3602292

Conference proceedings (11)

Memristor-Based Lightweight Encryption

Auteurs: Siddiqi, Muhammad Ali, Jan Andrés Galvan Hernández, Anteneh Gebregiorgis, Rajendra Bishnoi, Christos Strydis, Said Hamdioui, and Mottaqiallah Taouil, 2023.
Publié dans: 26th Euromicro Conference on Digital System Design, 2024, ISSN 2771-2508
Éditeur: IEEE
DOI: 10.1109/DSD60849.2023.00092

A Multithread AES Accelerator for Cyber-Physical Systems

Auteurs: Francesco Ratto, Luigi Raffo and Francesca Palumbo
Publié dans: CF '23: Proceedings of the 20th ACM International Conference on Computing Frontiers, 2023
Éditeur: Association for Computing Machinery, NY
DOI: 10.1145/3587135.3592819

Dilithium Hardware-Accelerated Application Using OpenCL-Based High-Level Synthesis

Auteurs: Alexander Islam El-Kady, Apostolos P. Fournaris, Vassilis Paliuras
Publié dans: 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 2023, ISSN 1558-2434
Éditeur: IEEE
DOI: 10.1109/ICCAD57390.2023.10323770

HealthMesh: An Architectural Framework for Federated Healthcare Data Management

Auteurs: Aniol Bisquert, Achraf Hmimou, Josep Ll. Berral, Alberto Gutierrez-Torre, Oscar Romero
Publié dans: Proceedings of the 26th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data (DOLAP 2024), 2024, ISSN 1613-0073
Éditeur: CEUR-WS

Client-specific Property Inference against Secure Aggregation in Federated Learning

Auteurs: Raouf Kerkouche, Gergely Acs, Mario Fritz
Publié dans: WPES '23: Proceedings of the 22nd Workshop on Privacy in the Electronic Society, 2023
Éditeur: Association for Computing Machinery, NY
DOI: 10.1145/3603216.3624964

Beyond Parameter Averaging in Model Aggregation

Auteurs: Pol G Recasens, Jordi Torres, Josep Berral, Søren Hauberg, Pablo Moreno-Muñoz
Publié dans: International Workshop on Federated Learning in the Age of Foundation Models in Conjunction with NeurIPS 2023, 2023
Éditeur: NeurIPS

Towards Accelerating the Adoption of Federated Learning for Heterogeneous Data

Auteurs: Christos Ntokos; Nikolaos Bakalos; Dimitrios Kalogeras
Publié dans: PETRA '23: Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023
Éditeur: Association for Computing Machinery, NY
DOI: 10.1145/3594806.3596568

A Lightweight Architecture for Real-Time Neuronal-Spike Classification

Auteurs: Siddiqi, M. A., Vrijenhoek, D., Landsmeer, L. P. L., van der Kleij, J., Gebregiorgis, A., Romano, V., Bishnoi, R., Hamdioui, S., & Strydis, C.
Publié dans: CF '24: Proceedings of the 21st ACM International Conference on Computing Frontiers, 2024
Éditeur: Association for Computing Machinery, ΝΥ
DOI: 10.1145/3649153.3649186

In-Context Bias Propagation in LLM-Based Tabular Data Generation

Auteurs: Pol G. Recasens, Alberto Gutierrez-Torre, Jordi Torres, Josep Lluis Berral, Anisa Halimi, Kieran Fraser
Éditeur: Open Review

Treating a different kind of patient: curing security weaknesses in digital health systems of the future

Auteurs: Francesco Regazzoni; Paolo Palmieri; Apostolos P Fournaris
Publié dans: 2023, ISSN 2836-7936
Éditeur: IEEE
DOI: 10.1109/IWASI58316.2023.10164581

SECURED for Health: Scaling Up Privacy to Enable the Integration of the European Health Data Space

Auteurs: Francesco Regazzoni, Paolo Palmieri, George Tasopoulos, et al
Publié dans: 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2024, ISSN 1558-1101
Éditeur: IEEE
DOI: 10.23919/DATE58400.2024.10546514

Other (4)

SECURED: Project updates and legal insights for the beginning of its second year (Part I)

Auteurs: Maja Nisevic, Daniela Spajic
Publié dans: CiTiP Blog, 2024
Éditeur: KU Leuven CiTiP

Learning using privileged information for segmenting tumors on digital mammograms

Auteurs: Ioannis N. Tzortzis; Konstantinos Makantasis; Ioannis Rallis; Nikolaos Bakalos; Anastasios Doulamis; Nikolaos Doulamis
Publié dans: CoRR, 2024
Éditeur: arXiv
DOI: 10.48550/ARXIV.2402.06379

Anonymous vs. pseudonymous data: the CJEU reaffirms the relative approach to the concept of personal data

Auteurs: Daniela Spajic
Publié dans: CiTiP Blog, 2023
Éditeur: KU Leuven CiTiP

SECURED: Project updates and legal insights for the beginning of its second year (Part II)

Auteurs: Maja Nisevic, Daniela Spajic
Publié dans: CiTiP Blog, 2024
Éditeur: KU Leuven CiTiP

Book chapters (2)

Data Altruism Consent: A Move Forward Towards the Creation of a European Health Data Space?

Auteurs: Daniela Spajić
Publié dans: Data Science, Machine Intelligence, and Law, 2025
Éditeur: Springer, Cham
DOI: 10.1007/978-3-031-99709-9_3

Chapter 5 Transforming the secondary use of patient data in the European Health Data Space: A challenge for the patient’s right to medical confidentiality?

Auteurs: Spajić, Daniela
Publié dans: Computational and Structural Biotechnology Journal, 2025
Éditeur: Taylor & Francis
DOI: 10.4324/9781003544111-7