Our scientific publications

The co-founders and employees of Tune Insight have contributed to numerous scientific publications in the areas of advanced cryptography, secure computing and data privacy protection.

This research was published in leading international journals and conferences. It forms the technological foundation on which our solution is based. Discover our contributions dedicated to secure collaboration on sensitive data.

Privacy-preserving federated analytics for precision medicine
D. Froelicher, J.R. Troncoso-Pastoriza, J.L. Raisaro, M.A. Cuendet, J. Sa Sousa, H. Cho, B. Berger, J. Fellay, J.-P. Hubaux
Nature Communications 2021
Scalable Privacy-Preserving Distributed Learning
D. Froelicher, J.R. Troncoso-Pastoriza, A. Pyrgelis, S. Sav, J. Sa Sousa, J.-P. Bossuat, J.-P. Hubaux
PETS 2021
POSEIDON, Privacy-Preserving Federated Neural Network Learning
S. Sav, A. Pyrgelis, J.R. Troncoso-Pastoriza, D. Froelicher, J. Sa Sousa, J.-P. Bossuat, J.-P. Hubaux
NDSS 2021
Multiparty Homomorphic Encryption from Ring-Learning-with-Errors
C. Mouchet, J. Troncoso-Pastoriza, J.-P. Bossuat, J.-P. Hubaux
PETS 2021
Revolutionizing Medical Data Sharing Using Advanced Privacy Enhancing Technologies: Technical, Legal and Ethical Synthesis
J. Scheibner, J.L. Raisaro, J.R. Troncoso-Pastoriza, M. Ienca, J. Fellay, E. Vayena, J.-P. Hubaux
JMIR 2021
Efficient Bootstrapping for Approximate Homomorphic Encryption with Non-Sparse Keys
J.-P. Bossuat, C. Mouchet, J.R. Troncoso-Pastoriza, J.-P. Hubaux
EUROCRYPT 2021
Ultrafast homomorphic encryption models enable secure outsourcing of genotype imputation
M. Kim, A.O. Harmanci, J.-P. Bossuat, ..., Y. Song, J.R. Troncoso-Pastoriza, X. Jiang
Cell Systems 2021
Privacy-preserving federated neural network learning for disease-associated cell classification
S. Sav, J.-P. Bossuat, J.R. Troncoso-Pastoriza, M. Claassen, J.-P. Hubaux
Cell Patterns 2022
Scalable and Privacy-Preserving Federated Principal Component Analysis
D. Froelicher, H. Cho, M. Edupalli, J. Sousa, J.-P. Bossuat, A. Pyrgelis, J.R. Troncoso-Pastoriza, B. Berger, J.-P. Hubaux
IEEE SnP 2023