Matthieu Meeus

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 10

Top Topics

Language Models For Information Retrieval

Top Venues

ESORICS Workshops (1)

USENIX Security Symposium

Publications

Matthieu Meeus, Shubham Jain, Marek Rei, Yves-Alexandre de Montjoye
Inherent Challenges of Post-Hoc Membership Inference for Large Language Models. CoRR (2024)
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)
Matthieu Meeus, Shubham Jain, Marek Rei, Yves-Alexandre de Montjoye
Did the Neurons Read your Book? Document-level Membership Inference for Large Language Models. USENIX Security Symposium (2024)
Matthieu Meeus, Igor Shilov, Manuel Faysse, Yves-Alexandre de Montjoye
Copyright Traps for Large Language Models. CoRR (2024)
Igor Shilov, Matthieu Meeus, Yves-Alexandre de Montjoye
Mosaic Memory: Fuzzy Duplication in Copyright Traps for Large Language Models. CoRR (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)
Matthieu Meeus, Shubham Jain, Marek Rei, Yves-Alexandre de Montjoye
Did the Neurons Read your Book? Document-level Membership Inference for Large Language Models. CoRR (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)