Objective More and more data is being generated, and analyzing this data drives knowledge and value creation across society. Unlocking this potential requires sharing of (often personal) data between organizations, but this meets unwillingness from data subjects and data controllers alike. Hence, techniques that protect personal information for data access, processing, and analysis are needed. To address this, the SODA project will enable practical privacy-preserving analytics of information from multiple data assets using multi-party computation (MPC) techniques. For this data does not need to be shared, only made available for encrypted processing. The main technological challenge is to make MPC scale to big data, where we will achieve substantial performance improvements. We embed MPC into a comprehensive privacy approach, demonstrated in an ICT-14.b and a healthcare use case.Our first objective is to enable MPC for big data applications by scaling the performance. We follow a use case-driven approach, combining expertise from the domains of MPC and data analytics. Our second objective is to combine these improvements with a multidisciplinary approach towards privacy. By enabling differential privacy in the MPC setting aggregated results will not leak individual personal data. Legal analysis performed in a feedback loop with technical development will ensure improved compliance with EU data privacy regulation. User studies performed in a feedback loop with our consent control component will make data subjects more confident to have their data processed with our techniques. Our final objective is to validate our approach, by applying our results in a medical demonstrator originating from Philips practice and in a use case arising from the ICT-14.b data experimentation incubators. The techniques will be subjected to public hacking challenges. The technical innovations will be released as open-source improvements to the FRESCO MPC framework. Fields of science natural sciencesmathematicspure mathematicsalgebralinear algebranatural sciencescomputer and information sciencesdata sciencebig datanatural sciencescomputer and information sciencescomputer securitycryptographymedical and health sciencesclinical medicinecardiologynatural sciencescomputer and information sciencesartificial intelligencemachine learning Programme(s) H2020-EU.2.1.1. - INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT) Main Programme Topic(s) ICT-18-2016 - Big data PPP: privacy-preserving big data technologies Call for proposal H2020-ICT-2016-2017 See other projects for this call Sub call H2020-ICT-2016-1 Funding Scheme RIA - Research and Innovation action Coordinator PHILIPS ELECTRONICS NEDERLAND BV Net EU contribution € 783 121,00 Address High tech campus 52 5656 AG Eindhoven Netherlands See on map Region Zuid-Nederland Noord-Brabant Zuidoost-Noord-Brabant Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,25 Participants (4) Sort alphabetically Sort by Net EU contribution Expand all Collapse all TECHNISCHE UNIVERSITEIT EINDHOVEN Netherlands Net EU contribution € 589 698,75 Address Groene loper 3 5612 AE Eindhoven See on map Region Zuid-Nederland Noord-Brabant Zuidoost-Noord-Brabant Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 AARHUS UNIVERSITET Denmark Net EU contribution € 505 140,00 Address Nordre ringgade 1 8000 Aarhus c See on map Region Danmark Midtjylland Østjylland Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 ALEXANDRA INSTITUTTET A/S Denmark Net EU contribution € 802 125,00 Address Aabogade 34 8200 Aarhus n See on map Region Danmark Midtjylland Østjylland Activity type Research Organisations Links Contact the organisation Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 GEORG-AUGUST-UNIVERSITAT GOTTINGEN STIFTUNG OFFENTLICHEN RECHTS Germany Net EU contribution € 300 525,00 Address Wilhelmsplatz 1 37073 Gottingen See on map Region Niedersachsen Braunschweig Göttingen Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00
