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QUANTUMACY is a project funded through an open call of the EC-funded openQKD project. QUANTUMACY ambition is to support the move towards confidential computing and informational self-determination by investigating the integrationof relevant technologies into core QKD-enabled services requiring key issuance and distribution, and thus lead a new approach to making data available and processed under the so-called principle of polymorphic privacy. To do so, QUANTUMACY has deployed a small-scale, proof-of-concept platform, where encryption techniques, such as FHE, ML/DL models and distributed computing frameworsk, such as openFL (Federated Learning)are combined and extended to use a openQKD infrastructure across the different layers of the platform and test on concrete healthcare use-cases can be performed. The initial implementation is based on simulated QKD, but tests with real QKD links are planned by the end of the project in 2022. This document is the first report on the definition of the services, the use cases and the deployment resources at PM 2 (April 2021). |
