Florent Guépin

Joined

May 2024

Names

Florent Guépin (Preferred)

Emails

****@imperial.ac.uk (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

PhD student

Computing, Imperial College London (imperial.ac.uk)

2020 – 2024

Advisors, Relations & Conflicts

Coworker

2024 – 2024

Coworker

2024 – 2024

Coworker

2023 – 2024

PhD Advisor

Yves-Alexandre de Montjoye

2020 – 2024

Coauthor

Ana-Maria Cretu

2020 – 2024

Coworker

2020 – 2022

Coauthor

James Benjamin Worrell

2019 – 2019

Coauthor

Christoph Haase

2019 – 2019

Expertise

No areas of expertise listed

Publications

A Zero Auxiliary Knowledge Membership Inference Attack on Aggregate Location Data
Vincent Guan, Florent Guépin, Ana-Maria Cretu, Yves-Alexandre de Montjoye
- Proceedings on Privacy Enhancing Technologies (PoPETs 2024)
- Readers: Everyone
Correlation inference attacks against machine learning models
Ana-Maria Cretu, Florent Guépin, Yves-Alexandre de Montjoye
- Science Advances
- Readers: Everyone
Lost in the Averages: Evaluating record-specific MIAs against Machine Learning models
Florent Guépin, Nataša Krčo, Matthieu Meeus, Yves-Alexandre de Montjoye
- Submitted to ICLR 2025
- Readers: Everyone
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
- CoRR 2023
- Readers: Everyone
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
- ESORICS Workshops (1) 2023
- Readers: Everyone
Achilles' Heels: Vulnerable Record Identification in Synthetic Data Publishing
Matthieu Meeus, Florent Guépin, Ana-Maria Cretu, Yves-Alexandre de Montjoye
- CoRR 2023
- Readers: Everyone
Dataset correlation inference attacks against machine learning models
Ana-Maria Cretu, Florent Guépin, Yves-Alexandre de Montjoye
- Published: 01 Jan 2021, Last Modified: 02 May 2023
- CoRR 2021
- Readers: Everyone
On the Existential Theories of Büchi Arithmetic and Linear p-adic Fields
Florent Guépin, Christoph Haase, James Worrell
- LICS 2019
- Readers: Everyone

Co-Authors