| Deep learning in veterinary medicine, an approach based on CNN to detect pulmonary abnormalities from lateral thoracic radiographs in cats L Dumortier, F Guépin, ML Delignette-Muller, C Boulocher, T Grenier Scientific reports 12 (1), 11418, 2022 | 30 | 2022 |
| Achilles’ heels: vulnerable record identification in synthetic data publishing M Meeus, F Guepin, AM Creţu, YA de Montjoye European Symposium on Research in Computer Security, 380-399, 2023 | 21 | 2023 |
| On the existential theories of Büchi arithmetic and linear p-adic fields F Guépin, C Haase, J Worrell 2019 34th Annual ACM/IEEE Symposium on Logic in Computer Science (LICS), 1-10, 2019 | 19 | 2019 |
| Evaluating COVID-19 contact tracing apps? Here are 8 privacy questions we think you should ask YA de Montjoye, F Houssiau, A Gadotti, F Guepin Computational Privacy Group Blog, 2020 | 14 | 2020 |
| Synthetic is all you need: removing the auxiliary data assumption for membership inference attacks against synthetic data F Guépin, M Meeus, AM Creţu, YA de Montjoye European Symposium on Research in Computer Security, 182-198, 2023 | 7 | 2023 |
| Correlation inference attacks against machine learning models AM Creţu, F Guépin, YA de Montjoye arXiv preprint arXiv:2112.08806, 2021 | 5 | 2021 |
| A zero auxiliary knowledge membership inference attack on aggregate location data V Guan, F Guépin, AM Cretu, YA de Montjoye arXiv preprint arXiv:2406.18671, 2024 | 3 | 2024 |
| Lost in the Averages: A New Specific Setup to Evaluate Membership Inference Attacks Against Machine Learning Models F Guépin, N Krčo, M Meeus, YA de Montjoye arXiv preprint arXiv:2405.15423, 2024 | 2 | 2024 |
| Sub-optimal Learning in Meta-Classifier Attacks: A Study of Membership Inference on Differentially Private Location Aggregates Y Liu, F Guepin, I Shilov, YA De Montjoye arXiv preprint arXiv:2412.20456, 2024 | | 2024 |
| Blogpost: Evaluating COVID-19 contact tracing apps? Here are 8 privacy questions we think you should ask. YA de Montjoye, F Houssiau, A Gadotti, F Guepin | | 2020 |
Yves-Alexandre de MontjoyeAssociate Professor at Imperial College LondonVerified email at imperial.ac.uk