David Froelicher

According to our database, David Froelicher authored at least 10 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

sfkit: a web-based toolkit for secure and federated genomic analysis.

Simon Mendelsohn, David Froelicher, Denis Loginov, David Bernick, Bonnie Berger, Hyunghoon Cho

Nucleic Acids Res., July, 2023

Scalable and Privacy-Preserving Federated Principal Component Analysis.

David Froelicher, Hyunghoon Cho, Manaswitha Edupalli, Joao Sa Sousa, Jean-Philippe Bossuat, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, Bonnie Berger, Jean-Pierre Hubaux

Proceedings of the 44th IEEE Symposium on Security and Privacy, 2023

2021

Privacy-Preserving Federated Analytics using Multiparty Homomorphic Encryption.

David Froelicher

PhD thesis, 2021

Scalable Privacy-Preserving Distributed Learning.

David Froelicher, Juan Ramón Troncoso-Pastoriza, Apostolos Pyrgelis, Sinem Sav, Joao Sa Sousa, Jean-Philippe Bossuat, Jean-Pierre Hubaux

Proc. Priv. Enhancing Technol., 2021

POSEIDON: Privacy-Preserving Federated Neural Network Learning.

Sinem Sav, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, David Froelicher, Jean-Philippe Bossuat, Joao Sa Sousa, Jean-Pierre Hubaux

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.

David Froelicher, Juan Ramón Troncoso-Pastoriza, Joao Sa Sousa, Jean-Pierre Hubaux

IEEE Trans. Inf. Forensics Secur., 2020

MedCo2: Privacy-Preserving Cohort Exploration and Analysis.

David Froelicher, Mickaël Misbach, Juan Ramón Troncoso-Pastoriza, Jean Louis Raisaro, Jean-Pierre Hubaux

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.

David Froelicher, Patricia Egger, João Sá Sousa, Jean Louis Raisaro, Zhicong Huang, Christian Mouchet, Bryan Ford, Jean-Pierre Hubaux

Proc. Priv. Enhancing Technol., 2017

Sharing Proofs of Retrievability across Tenants.

Frederik Armknecht, Jens-Matthias Bohli, David Froelicher, Ghassan Karame

Proceedings of the 2017 ACM on Asia Conference on Computer and Communications Security, 2017

2016

SPORT: Sharing Proofs of Retrievability across Tenants.

Frederik Armknecht, Jens-Matthias Bohli, David Froelicher, Ghassan O. Karame

IACR Cryptol. ePrint Arch., 2016