Florent Guépin

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Machine Learning Models

Hidden Knowledge

Real Image Data

Top Venues

ESORICS Workshops (1)

Proc. Priv. Enhancing Technol.

Publications

Florent Guépin, Natasa Krco, Matthieu Meeus, Yves-Alexandre de Montjoye
Lost in the Averages: A New Specific Setup to Evaluate Membership Inference Attacks Against Machine Learning Models. CoRR (2024)
Vincent Guan, Florent Guépin, Ana-Maria Cretu, Yves-Alexandre de Montjoye
A Zero Auxiliary Knowledge Membership Inference Attack on Aggregate Location Data. CoRR (2024)
Vincent Guan, Florent Guépin, Ana-Maria Cretu, Yves-Alexandre de Montjoye
A Zero Auxiliary Knowledge Membership Inference Attack on Aggregate Location Data. Proc. Priv. Enhancing Technol. 2024 (4) (2024)
Florent Guépin, Matthieu Meeus, Ana-Maria Cretu, Yves-Alexandre de Montjoye
Synthetic Is All You Need: Removing the Auxiliary Data Assumption for Membership Inference Attacks Against Synthetic Data. ESORICS Workshops (1) (2023)
Matthieu Meeus, Florent Guépin, Ana-Maria Cretu, Yves-Alexandre de Montjoye
Achilles' Heels: Vulnerable Record Identification in Synthetic Data Publishing. CoRR (2023)
Matthieu Meeus, Florent Guépin, Ana-Maria Cretu, Yves-Alexandre de Montjoye
Achilles' Heels: Vulnerable Record Identification in Synthetic Data Publishing. ESORICS (2) (2023)
Florent Guépin, Matthieu Meeus, Ana-Maria Cretu, Yves-Alexandre de Montjoye
Synthetic is all you need: removing the auxiliary data assumption for membership inference attacks against synthetic data. CoRR (2023)
Ana-Maria Cretu, Florent Guépin, Yves-Alexandre de Montjoye
Dataset correlation inference attacks against machine learning models. CoRR (2021)
Florent Guépin, Christoph Haase, James Worrell
On the Existential Theories of Büchi Arithmetic and Linear p-adic Fields. LICS (2019)