Florent Guépin

According to our database, Florent Guépin authored at least 8 papers between 2019 and 2025.

Collaborative distances:

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

2025

TrajDD-GAN: A Synthetic Mobility Trajectory Generation Solution Based on Diffusion Models.

Hamza Abbar, Sara Kassan, François Bidet, Aya Cherigui, Florent Guépin, Denis Renaud

IEEE Access, 2025

2024

A Zero Auxiliary Knowledge Membership Inference Attack on Aggregate Location Data.

Vincent Guan, Florent Guépin, Ana-Maria Cretu, Yves-Alexandre de Montjoye

Proc. Priv. Enhancing Technol., 2024

Sub-optimal Learning in Meta-Classifier Attacks: A Study of Membership Inference on Differentially Private Location Aggregates.

Yuhan Liu, Florent Guépin, Igor Shilov, Yves-Alexandre de Montjoye

CoRR, 2024

Lost in the Averages: A New Specific Setup to Evaluate Membership Inference Attacks Against Machine Learning Models.

Florent Guépin, Natasa Krco, Matthieu Meeus, Yves-Alexandre de Montjoye

CoRR, 2024

2023

Achilles' Heels: Vulnerable Record Identification in Synthetic Data Publishing.

Matthieu Meeus, Florent Guépin, Ana-Maria Cretu, Yves-Alexandre de Montjoye

Proceedings of the Computer Security - ESORICS 2023, 2023

Synthetic Is All You Need: Removing the Auxiliary Data Assumption for Membership Inference Attacks Against Synthetic Data.

Florent Guépin, Matthieu Meeus, Ana-Maria Cretu, Yves-Alexandre de Montjoye

Proceedings of the Computer Security. ESORICS 2023 International Workshops, 2023

2021

Dataset correlation inference attacks against machine learning models.

Ana-Maria Cretu, Florent Guépin, Yves-Alexandre de Montjoye

CoRR, 2021

2019

On the Existential Theories of Büchi Arithmetic and Linear p-adic Fields.

Florent Guépin, Christoph Haase, James Worrell

Proceedings of the 34th Annual ACM/IEEE Symposium on Logic in Computer Science, 2019