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Machine learning to augment shared knowledge in federated privacy-preserving scenarios

Objective

The massive increase in data collected and stored worldwide calls for new ways to preserve privacy while still allowing data sharing among multiple data owners. Today, the lack of trusted and secure environments for data sharing inhibits data economy while legality, privacy, trustworthiness, data value and confidentiality hamper the free flow of data. By the end of the project, MUSKETEER aims to create a validated, federated, privacy-preserving machine learning platform tested on industrial data that is inter-operable, scalable and efficient enough to be deployed in real use cases. MUSKETEER aims to alleviate data sharing barriers by providing secure, scalable and privacy-preserving analytics over decentralized datasets using machine learning. Data can continue to be stored in different locations with different privacy constraints, but shared securely. The MUSKETEER cross-domain platform will validate progress in the industrial scenarios of smart manufacturing and health. MUSKETEER strives to (1) create machine learning models over a variety of privacy-preserving scenarios, (2) ensure security and robustness against external and internal threats, (3) provide a standardized and extendable architecture, (4) demonstrate and validate in two different industrial scenarios and (5) enhance data economy by boosting sharing across domains. The MUSKETEER impact crosses industrial, scientific, economic and strategic domains. Real-world industry requirements and outcomes are validated in an operational setting. Federated machine learning approaches for data sharing are innovated. Data economy is fostered by creating a rewarding model capable of fairly monetizing datasets according to the real data value. Finally, Europe is positioned as a leader in innovative data sharing technologies.

Call for proposal

H2020-ICT-2018-2
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Coordinator

IBM IRELAND LIMITED
Address
Ibm House, Shelbourne Road
Dublin 4 Ballsbridge
Ireland
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
EU contribution
€ 830 900

Participants (10)

TREE TECHNOLOGY SA
Spain
EU contribution
€ 462 500
Address
De La Pomarada 76
33429 Siero
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
IMPERIAL COLLEGE OF SCIENCE TECHNOLOGY AND MEDICINE
United Kingdom
EU contribution
€ 675 185
Address
South Kensington Campus Exhibition Road
SW7 2AZ London
Activity type
Higher or Secondary Education Establishments
ENGINEERING - INGEGNERIA INFORMATICA SPA
Italy
EU contribution
€ 407 500
Address
Piazzale Dell'agricoltura 24
00144 Roma
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
UNIVERSIDAD CARLOS III DE MADRID
Spain
EU contribution
€ 397 500
Address
Calle Madrid 126
28903 Getafe (Madrid)
Activity type
Higher or Secondary Education Establishments
INTERNATIONAL DATA SPACES EV
Germany
EU contribution
€ 551 250
Address
Anna-louisa-karsch-str. 2
10178 Berlin
Activity type
Research Organisations
KATHOLIEKE UNIVERSITEIT LEUVEN
Belgium
EU contribution
€ 260 500
Address
Oude Markt 13
3000 Leuven
Activity type
Higher or Secondary Education Establishments
FCA INFORMATION TECHNOLOGY, EXCELLENCE AND METHODS SPA
Italy
EU contribution
€ 217 500
Address
Via Plava 86
10135 Torino
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
COMAU SPA
Italy
EU contribution
€ 155 000
Address
Via Rivalta 30
10095 Grugliasco
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
BIOTRONICS 3D LIMITED
United Kingdom
EU contribution
€ 295 000
Address
5 Greenwich View Place
E14 9NN London
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
DIAGNOSTIKON KAI THERAPEFTIKON KENTRON ATHINON YGEIA ANONYMOS ETAIREIA
Greece
EU contribution
€ 127 500
Address
Kifissias & Erythrou 4
151 23 Marousi
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)