PMR project meeting 23-24/06/2022

Program

12:30 Lunch (Salle buffet, Building A)
13:30 Session 1 (Salle pleniere)
- 13:30 Jan : introduction
- 13:45 Antoine Barczewski (40+10) : Empirical Cumulative distribution functions
- 14:30 Jan Aelmoes : Privacy Auditing of Algorithmic Fairness via Attribute Inference Attacks
- 15:00 Carole : The contribution of machine learning in the validation of commercial wearable sensors for gait monitoring in patients: a systematic review
15:30 Coffee break (Salle pleniere)
16:00 Session 2: software (Salle pleniere)
- 16:00 Antoine Boutet : A complementary utility and privacy trade-off evaluation of Google’s FloC API
- 16:30 Sophie : Implementation activities in medical applications
- 17:00 Amine : Development of a mobile application for patient monitoring with federated learning
- 17:30 : discussion
19:30 Dinner (Brasserie de la paix: Place Rihour 25)

9:00 Session 3: security (Salle pleniere)
- 9:00 Marc Damie: Shufflers as secure building blocks in distributed ML.
- 9:30 Cesar Sabater : Decentralized verifiable secure private aggregation
10:30 Coffee break (Salle pleniere)
11:00 Session 4 (Salle pleniere)
- 11:00 Antoine Boutet : Privacy Assessment of Federated Learning using Private Personalized Layers
- 11:30 Carole : Generalizable features for anonymizing motion signals based on the zeros of the Short-Time Fourier Transform
- 12:00 Antoine Barczewski : repeated querying of hospital unit occupancy modeling patient flows as DFA.
- 12:20 discussion
12:30 Lunch (Rosso & Bianco)
14:00 Session 5 (Salle pleniere)
- Planning of next activities
- Project administration

INRIA Lille, Batiment A (site Haute Borne), Salle pleniere