Print Email Facebook Twitter Secure and distributed assessment of privacy-preserving GWAS releases Title Secure and distributed assessment of privacy-preserving GWAS releases Author Pascoal, Túlio (University of Luxembourg) Decouchant, Jérémie (TU Delft Dataintensive Systems) Völp, Marcus (University of Luxembourg) Date 2022 Abstract Genome-wide association studies (GWAS) identify correlations between the genetic variants and an observable characteristic such as a disease. Previous works presented privacy-preserving distributed algorithms for a federation of genome data holders that spans multiple institutional and legislative domains to securely compute GWAS results. However, these algorithms have limited applicability, since they still require a centralized instance to operate on the data and decide whether GWAS results can be safely disclosed, which violates privacy regulations, such as GDPR. In this work, we introduce GenDPR, a distributed middleware that leverages Trusted Execution Environments (TEEs) to securely determine a subset of the potential GWAS statistics that can be safely released. GenDPR achieves the same accuracy as centralized solutions, but requires transferring significantly less data because TEEs only exchange intermediary results but no genomes. Additionally, GenDPR can be configured to tolerate all-but-one honest-but-curious federation members colluding with the aim to expose genomes of correct members. Subject Federated GWASPrivacyHonest-but-curiousCollusion To reference this document use: http://resolver.tudelft.nl/uuid:ca512d5a-2ef9-4216-a928-76de93e8a871 DOI https://doi.org/10.1145/3528535.3565253 Source Proceedings of the 23rd conference on 23rd ACM/IFIP International Middleware Conference Event 23rd conference on 23rd ACM/IFIP International Middleware Conference, 2022-11-07 → 2022-11-11, Quebec City, Canada Part of collection Institutional Repository Document type conference paper Rights © 2022 Túlio Pascoal, Jérémie Decouchant, Marcus Völp Files PDF 3528535.3565253.pdf 1.87 MB Close viewer /islandora/object/uuid:ca512d5a-2ef9-4216-a928-76de93e8a871/datastream/OBJ/view