David Froelicher

Orcid: 0000-0002-5012-7486

According to our database1, David Froelicher authored at least 11 papers between 2016 and 2024.

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Bibliography

2024
Secure Discovery of Genetic Relatives Across Large-Scale and Distributed Genomic Datasets.
Proceedings of the Research in Computational Molecular Biology, 2024

2023
sfkit: a web-based toolkit for secure and federated genomic analysis.
Nucleic Acids Res., July, 2023

Scalable and Privacy-Preserving Federated Principal Component Analysis.
Proceedings of the 44th IEEE Symposium on Security and Privacy, 2023

2021
Privacy-Preserving Federated Analytics using Multiparty Homomorphic Encryption.
PhD thesis, 2021

Scalable Privacy-Preserving Distributed Learning.
Proc. Priv. Enhancing Technol., 2021

POSEIDON: Privacy-Preserving Federated Neural Network Learning.
Proceedings of the 28th Annual Network and Distributed System Security Symposium, 2021

2020
Drynx: Decentralized, Secure, Verifiable System for Statistical Queries and Machine Learning on Distributed Datasets.
IEEE Trans. Inf. Forensics Secur., 2020

MedCo2: Privacy-Preserving Cohort Exploration and Analysis.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

2017
UnLynx: A Decentralized System for Privacy-Conscious Data Sharing.
Proc. Priv. Enhancing Technol., 2017

Sharing Proofs of Retrievability across Tenants.
Proceedings of the 2017 ACM on Asia Conference on Computer and Communications Security, 2017

2016
SPORT: Sharing Proofs of Retrievability across Tenants.
IACR Cryptol. ePrint Arch., 2016


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