Théo Jourdan

According to our database, Théo Jourdan authored at least 8 papers between 2018 and 2021.

Collaborative distances:

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

2021

Privacy and transparency in learning systems for healthcare. (Protection de la vie privée dans les systèmes d'apprentissage pour le domaine de la santé).

Théo Jourdan

PhD thesis, 2021

The Contribution of Machine Learning in the Validation of Commercial Wearable Sensors for Gait Monitoring in Patients: A Systematic Review.

Théo Jourdan, Noëlie Debs, Carole Frindel

Sensors, 2021

Privacy-preserving IoT Framework for Activity Recognition in Personal Healthcare Monitoring.

Théo Jourdan, Antoine Boutet, Amine Bahi, Carole Frindel

ACM Trans. Comput. Heal., 2021

Privacy Assessment of Federated Learning Using Private Personalized Layers.

Théo Jourdan, Antoine Boutet, Carole Frindel

Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

DySan: Dynamically Sanitizing Motion Sensor Data Against Sensitive Inferences through Adversarial Networks.

Antoine Boutet, Carole Frindel, Sébastien Gambs, Théo Jourdan, Rosin Claude Ngueveu

Proceedings of the ASIA CCS '21: ACM Asia Conference on Computer and Communications Security, 2021

2020

DYSAN: Dynamically sanitizing motion sensor data against sensitive inferences through adversarial networks.

Antoine Boutet, Carole Frindel, Sébastien Gambs, Théo Jourdan, Claude Rosin Ngueveu

CoRR, 2020

Motion sensor data anonymization by time-frequency filtering.

Noëlie Debs, Théo Jourdan, Ali Moukadem, Antoine Boutet, Carole Frindel

Proceedings of the 28th European Signal Processing Conference, 2020

2018

Toward privacy in IoT mobile devices for activity recognition.

Théo Jourdan, Antoine Boutet, Carole Frindel

Proceedings of the 15th EAI International Conference on Mobile and Ubiquitous Systems: Computing, 2018