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TITAN: Trusted envIronments for confidenTiAl compuTiNg and secure data sharing
Program: HORIZONTE EUROPE EU
Reference: 101129822
Date of RESOLUTION: 10/23/2023
Date of execution: 02/01/2024-31/01/2027
The TITAN project aims to advance secure data exchange through a modular platform based on Trusted Execution Environments (TEEs) and Confidential Computing . It is oriented to the processing of sensitive data in areas such as healthcare and public administration, ensuring interoperability with EOSC standards.
TITAN addresses the legal, ethical and technical challenges of cross-border data sharing by integrating blockchain-based access control, data anonymization through GANs and federated data quality frameworks.
The platform enables secure artificial intelligence and machine learning (AI/ML) collaboration through federated learning and confidential multi-party computation, leveraging TEEs to train models while preserving privacy. In addition, TITAN develops tools for
Trust management follows a
TITAN also promotes privacy-preserving audits using
In the 36-month project, ITA collaborates with SARGA and the Veneto Region (Italy) on sharing crowdsourced data for ML-based modeling by reducing the risk of sharing. More specifically, this use case aims to use Federated Learning (FL) for the creation and improvement of phenology and pest risk prediction models in vineyards. In the implementation of the use case, FL capabilities will be used to train local models from global models to improve the performance of the former and, if the agreement between the parties so requires, the local improvements can be incorporated into the global models.
TOTAL PROJECT BUDGET: 4,999,200.97 €
TOTAL ITA BUDGET: 173,000 €.
TOTAL PROJECT GRANT: 4.999.200,97 €
TOTAL FUNDING ITA: 173.000 €.
“Funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or European Research Executive Agency (REA). Neither the European Union nor the granting authority can be held responsible for them.”
“The project No 101129822 is funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or European Research Executive Agency (REA). Neither the European Union nor the granting authority can be held responsible for them.”
The TITAN project whose reference is 101129822 has been 100% co-financed by the EU – Horizon Europe.
