Julien Mirval

According to our database, Julien Mirval authored at least 5 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

DISSEC-ML ˸ towards distributed and secured machine learning in the personal cloud. (DISSEC-ML ˸ vers un apprentissage automatique distribué et sécurisé dans le cloud personnel).

Julien Mirval

PhD thesis, 2024

Handling Dropouts in Federating Learning with Personal Data Management Systems.

Julien Mirval, Luc Bouganim, Iulian Sandu Popa

Trans. Large Scale Data Knowl. Centered Syst., 2024

2023

Federated Learning on Personal Data Management Systems: Decentralized and Reliable Secure Aggregation Protocols.

Julien Mirval, Luc Bouganim, Iulian Sandu Popa

Proceedings of the 35th International Conference on Scientific and Statistical Database Management, 2023

Enabling Privacy-Preserving Data Aggregation in Networks of Personal Data Management Systems.

Julien Mirval, Iulian Sandu Popa, Luc Bouganim, Paul Tran-Van

Proceedings of the Demonstration Track co-located with the International Conference on Cooperative Information Systems 2023, 2023

2021

Practical Fully-Decentralized Secure Aggregation for Personal Data Management Systems.

Julien Mirval, Luc Bouganim, Iulian Sandu Popa

Proceedings of the SSDBM 2021: 33rd International Conference on Scientific and Statistical Database Management, 2021