A Practical and Scalable Privacy-preserving Framework

ENCRYPT is an EU funded research initiative, working towards the development of a scalable, practical, adaptable privacy-preserving framework, allowing researchers and developers to process data stored in federated cross-border data spaces in a GDPR-compliant way. ENCRYPT proposes an intelligent and...

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Bibliographic Details
Published in2023 IEEE International Conference on Cyber Security and Resilience (CSR) pp. 598 - 603
Main Authors Avgerinos, Nikos, D'Antonio, Salvatore, Kamara, Irene, Kotselidis, Christos, Lazarou, Ioannis, Mannarino, Teresa, Meditskos, Georgios, Papachristopoulou, Konstantina, Papoutsis, Angelos, Roccetti, Paolo, Zuber, Martin
Format Conference Proceeding
LanguageEnglish
Published IEEE 31.07.2023
Subjects
Cryptography
Differential Privacy
Fully Homomorphic Encryption
Homomorphic encryption
Knowledge graphs
Medical services
Multi-party computation
Oncology
Research initiatives
Trusted Execution Environment
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Summary:ENCRYPT is an EU funded research initiative, working towards the development of a scalable, practical, adaptable privacy-preserving framework, allowing researchers and developers to process data stored in federated cross-border data spaces in a GDPR-compliant way. ENCRYPT proposes an intelligent and user-centric platform for the confidential processing of privacy-sensitive data via configurable, optimizable, and verifiable privacy-preserving techniques. Research and development activities leverage, improve, and complement technologies and cryptographic schemes that represent the current state-of-the-art in the field of data-in-use protection. Hence, ENCRYPT builds on top of cutting-edge technologies such as Fully Homomorphic Encryption, Secure Multi-Party Computation, Differential Privacy, Trusted Execution Environment, GPU acceleration, knowledge graphs, and AI-based recommendation systems, making them configurable in terms of security and, most importantly, performance. The ENCRYPT framework is being designed taking into consideration the needs and preferences of relevant actors and will be validated in realistic use cases provided by consortium partners in three sectors, namely healthcare (oncology domain), fintech, and cyber threat intelligence domain. This position paper provides an overview of ENCRYPT by presenting project objectives, use cases, and technology pillars.
DOI:10.1109/CSR57506.2023.10224928