TRUMPET: TRUstworthy Multi-site Privacy Enhancing Technologies

Introduction

Objective. The goal of TRUMPET project is to research and develop novel privacy enhancement methods for Federated Learning, and to deliver a highly scalable Federated AI service platform for researchers, that will enable AI-powered studies of siloed, multi-site, cross-domain, cross-border European datasets with privacy guarantees that exceed the requirements of GDPR. The generic TRUMPET platform will be piloted, demonstrated and validated in the specific use case of European cancer hospitals, allowing researchers and policymakers to extract AI-driven insights from previously inaccessible cross- border, cross-organization cancer data, while ensuring the patients’ privacy. The strong privacy protection accorded by the platform will be verified through the engagement of external experts for independent privacy leakage and re-identification testing. A secondary goal of the project is to research, develop and promote with EU data protection authorities a novel metric and tool for the certification of GDPR compliance of Federated Learning implementations.

Partners

  1. Fundación Centro Tecnolóxico de Telecomunicacións de Galicia (GRAD)
  2. Arteevo Technologies Ltd. (AVO)
  3. Universidad de Vigo (UVIGO)
  4. Institut National de recherche en informatique et automatique (INRIA)
  5. Istituto Romagnolo per lo studio dei tumori dino amadori (IRST)
  6. Time.Lex (TLX)
  7. Centre Hospitalier Universitaire de Liège (CHU)
  8. Commissariat à l'énergie atomique et aux énergies alternatives (CEA)
  9. Technovative Solutions Ltd(TVS)
INRIA contribution INRIA's MAGNET team will contribute among others to tasks involving AI algorithms and architectures, Federated Learning, Privacy platforms, Privacy measurement and metrics, Privacy-enhancing technologies and Applied cryptography.

People and related projects

This is a project of the MAGNET team.
Project members include: Most of the algorithms developed by INRIA-MAGNET will be included in the TAILED open source library.

Jobs

We are looking for For applying, please also read the general guidelines.
There are also open positions on related projects.

Project website

To be added