Florent Guépin

11 papers A* 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
TrajDD-GAN: A Synthetic Mobility Trajectory Generation Solution Based on Diffusion Models.
IEEE Access
Hamza Abbar, Sara Kassan, François Bidet, Aya Cherigui, Florent Guépin, Denis Renaud
2024 J jnl
A Zero Auxiliary Knowledge Membership Inference Attack on Aggregate Location Data.
CoRR
Vincent Guan, Florent Guépin, Ana-Maria Cretu, Yves-Alexandre de Montjoye
2024 J jnl
A Zero Auxiliary Knowledge Membership Inference Attack on Aggregate Location Data.
Proc. Priv. Enhancing Technol.
Vincent Guan, Florent Guépin, Ana-Maria Cretu, Yves-Alexandre de Montjoye
2024 J jnl
Lost in the Averages: A New Specific Setup to Evaluate Membership Inference Attacks Against Machine Learning Models.
CoRR
Florent Guépin, Natasa Krco, Matthieu Meeus, Yves-Alexandre de Montjoye
2024 J jnl
Sub-optimal Learning in Meta-Classifier Attacks: A Study of Membership Inference on Differentially Private Location Aggregates.
CoRR
Yuhan Liu, Florent Guépin, Igor Shilov, Yves-Alexandre de Montjoye
2023 — conf
Achilles' Heels: Vulnerable Record Identification in Synthetic Data Publishing.
ESORICS (2)
Matthieu Meeus, Florent Guépin, Ana-Maria Cretu, Yves-Alexandre de Montjoye
2023 J jnl
Achilles' Heels: Vulnerable Record Identification in Synthetic Data Publishing.
CoRR
Matthieu Meeus, Florent Guépin, Ana-Maria Cretu, Yves-Alexandre de Montjoye
2023 — conf
Synthetic Is All You Need: Removing the Auxiliary Data Assumption for Membership Inference Attacks Against Synthetic Data.
ESORICS Workshops (1)
Florent Guépin, Matthieu Meeus, Ana-Maria Cretu, Yves-Alexandre de Montjoye
2023 J jnl
Synthetic is all you need: removing the auxiliary data assumption for membership inference attacks against synthetic data.
CoRR
Florent Guépin, Matthieu Meeus, Ana-Maria Cretu, Yves-Alexandre de Montjoye
2021 J jnl
Dataset correlation inference attacks against machine learning models.
CoRR
Ana-Maria Cretu, Florent Guépin, Yves-Alexandre de Montjoye
2019 A* conf
On the Existential Theories of Büchi Arithmetic and Linear p-adic Fields.
LICS
Florent Guépin, Christoph Haase, James Worrell